2021-09-21 18:34:49 (GMT)

@Article{SARIn_press-2
, author = {Sarhan,I. and Spruit,M.}
, title = {Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph}
, journal = {Knowledge-Based Systems}
, year = {In press}
, publisher = {Elsevier}
}

@Article{SPRIn_press-3
, author = {Spruit,M. and Kais,M. and Menger,V.}
, title = {Automated Business Goal Extraction from E-mail Repositories to Bootstrap Business Understanding}
, journal = {Future Internet}
, booktitle = {Trends of Data Science and Knowledge Discovery}
, year = {In press}
, publisher = {MDPI}
}

@Article{BLU2021-4
, author = {Blum,M. and Sallevelt,B. and Spinewine,A. and O'Mahony,D. and ... Spruit,M. and  ... Rodondi,N.}
, title = {Optimizing Therapy to Prevent Avoidable Hospital Admissions in Multimorbid Older Adults (OPERAM): Cluster Randomised Controlled Trial}
, journal = {BMJ}
, year = {2021}
, publisher = {BMJ}
, volume = {374}
, number = {n1585}
}

@Article{HAA2021-5
, author = {Haastrecht,M. van and  Sarhan,I. and  Yigit Ozkan,B. and  Brinkhuis,M. and  Spruit,M.}
, title = {SYMBALS: A Systematic Review Methodology Blending Active Learning and Snowballing}
, journal = {Frontiers in Research Metrics and Analytics}
, year = {2021}
, publisher = {Frontiers}
, volume = {6}
}

@Article{HAA2021-6
, author = {Haastrecht,M. van and  Yigit Ozkan,B. and  Brinkhuis,M. and  Spruit,M.}
, title = {Respite for SMEs: A Systematic Review of Socio-Technical Cybersecurity Metrics}
, journal = {Applied Sciences}
, booktitle = {Human Factors in the Digital Society}
, year = {2021}
, publisher = {MDPI}
, editor = {Facchini,F. and Digiesi,S. and Mummolo,C.}
, volume = {11}
, number = {15}
, pages = {6909}
}

@Article{JUN2021-7
, author = {Jungo, K. and Meier,R. and Valeri,F. and Schwab,N. and Schneider,C. and Reeve,E. and Spruit,M. and Schwenkglenks,M. and Rodondi,N. and Streit,S.}
, title = {Baseline characteristics and comparability of older multimorbid patients with polypharmacy and general practitioners participating in a randomized controlled primary care trial}
, journal = {BMC Family Practice}
, year = {2021}
, publisher = {BMC}
, volume = {22}
, number = {123}
}

@Article{LEF2021-8
, author = {Lefebvre,A. and Spruit,M.}
, title = {Laboratory forensics for open science readiness: an investigative approach to research data management}
, journal = {Information Systems Frontiers}
, year = {2021}
, publisher = {Springer}
}

@Article{MEN2021-9
, author = {Menger,V. and Spruit,M. and Scheepers,F.}
, title = {Kennisontwikkeling in de klinische psychiatrie: leren van elektronische patiëntendossiers}
, journal = {Tijdschrift voor Psychiatrie}
, year = {2021}
, publisher = {Stichting Tijdschrijft voor Psychiatrie}
, volume = {63}
, number = {4}
, pages = {294–300}
}

@Article{MOS2021-10
, author = {Mosteiro,P. and  Rijcken,E. and  Zervanou,K. and  Kaymak,U. and  Scheepers,F. and Spruit,M.}
, title = {Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes}
, journal = {Journal of Artificial Intelligence for Medical Sciences}
, year = {2021}
, publisher = {Atlantis Press}
, volume = {2}
, number = {1–2}
, pages = {44–54}
}

@Article{SHE2021-11
, author = {Shen,Z. and Spruit,M.}
, title = {Automatic Extraction of Adverse Drug Reactions from Summary of Product Characteristics}
, journal = {Applied Sciences}
, booktitle = {Applications of Artificial Intelligence in Pharmaceutics}
, year = {2021}
, publisher = {MDPI}
, volume = {11}
, number = {6}
, pages = {2663}
}

@Article{YIG2021-12
, author = {Yigit Ozkan,B. and van Lingen,S. and Spruit,M.}
, title = {The Cybersecurity Focus Area Maturity (CYSFAM) Model}
, journal = {Journal of Cybersecurity and Privacy}
, year = {2021}
, publisher = {MDPI}
, volume = {1}
, pages = {119–140}
}

@Inproceedings{DIJ2021-13
, author = {Dijk,F. van and Spruit,M. and Toledo,C. van and Brinkhuis,M.}
, title = {Pillars of Privacy: Identifying Core Theory in a Network Analysis of Privacy}
, booktitle = {29th European Conference on Information Systems}
, year = {2021}
, publisher = {AIS Electronic Library (AISeL)}
, number = {Paper 84}
}

@Inproceedings{HAA2021-14
, author = {Haastrecht,M. and Sarhan,I. and Shojaifar,A. and Baumgartner,L. and Mallouli,W. and Spruit,M.}
, title = {A Threat-Based Cybersecurity Risk Assessment Approach Addressing SME Needs}
, journal = {16th International Conference on Availability, Reliability and Security (ARES 2021)}
, booktitle = {International Workshop on Security and Privacy for SMEs}
, year = {2021}
, publisher = {ACM}
, pages = {Paper 230}
}

@Inproceedings{SPR2021-15
, author = {Spruit,M. and Vries,N. de}
, title = {Self-Service Data Science for Adverse Event Prediction in Electronic Healthcare Records}
, journal = {Springer Proceedings in Complexity}
, booktitle = {
Research and Innovation Forum 2020: Disruptive Technologies in Times of Change}
, year = {2021}
, publisher = {Springer}
, editor = {Visvizi,A. and Lytras,M. and Aljohani,N.}
, pages = {517–535}
}

@Techreport{ETS2021-16
, author = {ETSI}
, title = {CYBER; Cybersecurity for SMEs; Part 1: Cybersecurity Standardization Essentials}
, year = {2021}
, publisher = {ETSI}
, editor = {Yigit Ozkan,B. and Spruit,M.}
}

@Techreport{JOO2021-17
, author = {Joosten,L. and Spruit,M.}
, title = {Sentiment analysis of Dutch tweets: a comparison of automatic and manual sentiment analysis}
, year = {2021}
}

@Article{CRO2020-18
, author = {Crowley,E., ..., Spruit,M. et al.}
, title = {Intervention protocol: OPtimising thERapy to prevent avoidable hospital Admission in the Multi-morbid elderly (OPERAM): a structured medication review with support of a computerised decision support system}
, journal = {BMC Health Services Research}
, year = {2020}
, publisher = {BMC}
, volume = {20}
, number = {220}
}

@Article{LEF2020-19
, author = {Lefebvre,A. and Bakhtiari,B. and Spruit,M.}
, title = {Exploring Research Data Management Planning Challenges in Practice}
, journal = {it – Information Technology}
, year = {2020}
, publisher = {De Gruyter}
, volume = {62}
, number = {1}
, pages = {29–37}
}

@Article{MEP2020-20
, author = {Meppelink,J. and Langen,J. van and Siebes,A. and Spruit,M.}
, title = {Beware Thy Bias: Scaling Mobile Phone Data to Measure Traffic Intensities}
, journal = {Sustainability}
, booktitle = {Exploring the Impact of AI on Politics and Society }
, year = {2020}
, publisher = {MDPI}
, editor = {Visvizi,A.}
, volume = {12}
, number = {9}
, pages = {3631}
}

@Article{OMT2020-21
, author = {Omta,W. and  van Heesbeen,R and  Shen,Z. and  de Nobel,J. and  van der Velden,L. and  Medema,R. and  Siebes,A. and  Feelders,A. and  Brinkkemper,S. and  Klumperman,J. and  Spruit,M. and  Brinkhuis,M. and  Egan,D.}
, title = {Combining Supervised and Unsupervised Machine Learning Methods for Phenotypic Functional Genomics Screening}
, journal = {SLAS Discovery}
, year = {2020}
, publisher = {SAGE}
, pages = {Fri Jan 10 2020 09:00:00 GMT+0100 (Central European Standard Time)}
}

@Article{OMT2020-22
, author = {Omta,W. and Heesbeen,R. van and Shen,I. and Feelders,A. and Brinkhuis,M. and Egan,D. and Spruit,M.}
, title = {PurifyR: An R Package for Highly Automated Reproducible Variable Extraction and Standardization}
, journal = {Systems Medicine}
, booktitle = {Integrative Data Analysis in Systems Medicine}
, year = {2020}
, publisher = {Mary Ann Liebert}
, volume = {3}
, number = {1}
, pages = {1–7}
}

@Article{OOM2020-23
, author = {Ooms,R. and  Spruit,M.}
, title = {Self-Service Data Science in Healthcare with Automated Machine Learning}
, journal = {Applied Sciences}
, booktitle = {Medical Artificial Intelligence}
, year = {2020}
, publisher = {MDPI}
, editor = {Hu,Y.}
, volume = {10}
, number = {9}
, pages = {2992}
}

@Article{SAR2020-24
, author = {Sarhan,I. and Spruit,M.}
, title = {Can We Survive without Labelled Data in NLP? Transfer Learning for Open Information Extraction }
, journal = {Applied Sciences}
, booktitle = {Natural Language Processing: Emerging Neural Approaches and Applications}
, year = {2020}
, publisher = {MDPI}
, editor = {Esposito,M. and  Massala,G. and Minutolo,A. and Pota,M.}
, volume = {10}
, number = {17}
, pages = {5758}
}

@Article{SPR2020-25
, author = {Spruit,M. and Ferati,D.}
, title = {Text Mining Business Policy Documents: Applied Data Science in Finance}
, journal = {International Journal of Business Intelligence Research}
, year = {2020}
, publisher = {IGI Global}
, volume = {11}
, number = {2}
, pages = {1–19}
}

@Article{TAW2020-26
, author = {Tawfik,N. and Spruit,M.}
, title = {Evaluating Sentence Representations for Biomedical Text: Methods and Experimental Results}
, journal = {Journal of Biomedical Informatics}
, year = {2020}
, publisher = {Elsevier}
, volume = {104}
, number = {April}
, pages = {103396}
}

@Article{TAW2020-27
, author = {Tawfik,N. and Spruit,M.}
, title = {Computer-Assisted Relevance Assessment: A Case Study of Updating Systematic Medical Reviews}
, journal = {Applied Sciences}
, booktitle = {Data Technology Applications in Life, Diseases, and Health}
, year = {2020}
, publisher = {MDPI}
, editor = {Ho Ryu,K.}
, volume = {10}
, number = {8}
, pages = {2845}
}

@Article{TOL2020-28
, author = {Toledo,C. van and Dijk,F. van and Spruit,M.}
, title = {Dutch Named Entity Recognition and De-identification Methods for the Human Resource Domain}
, journal = {International Journal on Natural Language Computing}
, year = {2020}
, publisher = {AIRCC}
, volume = {9}
, number = {6}
}

@Incollection{SPR2020-29
, author = {Spruit,M. and Joosten,P.}
, title = {Managing student engagement in higher education: The case of CURPA}
, journal = {Emerald Studies in Higher Education, Innovation and Technology}
, booktitle = {Management and Administration of Higher Education Institutions in Times of change}
, year = {2020}
, publisher = {Emerald}
, editor = {Visvizi,A. and Lytras,M. and Sarirete,A.}
, volume = {1}
, pages = {167–187}
}

@Incollection{SPR2020-30
, author = {Spruit,M. and Rijnst, Sander van der}
, title = {Clinical decision support for infection control in surgical care}
, booktitle = {Innovation in Health Informatics: a Smart Healthcare Primer}
, year = {2020}
, publisher = {Elsevier}
, editor = {Lytras,M. and  Visvizi,A. and  Sarirete,A.}
, volume = {1}
, pages = {101–121}
}

@Inproceedings{MOS2020-31
, author = {Mosteiro,P. and  Rijcken,E. and  Zervanou,K. and  Kaymak,U. and  Scheepers,F. and Spruit,M.}
, title = {Making sense of violence risk predictions using clinical notes}
, journal = {Lecture Notes in Computer Science}
, booktitle = {Health Information Science: 9th International Conference}
, year = {2020}
, publisher = {Springer}
, editor = {Huang,Z and Siuly,S. and Wang,H. and Zhou,R. and Zhang,Y.}
, volume = {12435}
, pages = {3–14}
}

@Inproceedings{SPR2020-32
, author = {Spruit,M. and Dedding,T. and Vijlbrief,D.}
, title = {Self-Service Data Science for Healthcare Professionals: A Data Preparation Approach}
, booktitle = {Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020) - Volume 5: HEALTHINF}
, year = {2020}
, publisher = {ScitePress}
, volume = {5}
, pages = {724–734}
}

@Inproceedings{TOL2020-33
, author = {Toledo,C. van and Dijk,F. van and Spruit,M.}
, title = {Evaluating Dutch Named Entity Recognition and De-identification Methods in the Human Resources Domain}
, booktitle = {Proceedings of the International Conference on NLP Techniques and Applications}
, year = {2020}
, publisher = {AIRCC Publishing Corporation}
, editor = {Wyld,D. et al.}
, pages = {239–249}
}

@Inproceedings{YIG2020-34
, author = {Yigit Ozkan,B. and Spruit,M.}
, title = {Addressing SME Characteristics for Designing Information Security Maturity Models }
, booktitle = {IFIP Advances in Information and Communication Technology: Human Aspects of Information Security and Assurance}
, year = {2020}
, publisher = {IFIP}
, editor = {Clarke N., Furnell S.}
, volume = {593}
, pages = {161–174}
}

@Article{ADA2019-35
, author = {Adam,L., ..., Spruit,M. et al.}
, title = {Rationale and design of OPtimising thERapy to prevent Avoidable hospital admissions in Multimorbid older people (OPERAM): a cluster randomised controlled trial}
, journal = {BMJ Open}
, year = {2019}
, publisher = {BMJ}
, volume = {9}
, pages = {e02676}
}

@Article{JUN2019-36
, author = {Jungo,K., ..., Spruit,M. et al.}
, title = {Optimising PharmacoTherapy In the multimorbid elderly in primary CAre" (OPTICA) to improve medication appropriateness: study protocol of a cluster randomised controlled trial}
, journal = {BMJ Open}
, year = {2019}
, publisher = {BMJ}
, volume = {9}
, pages = {e031080}
}

@Article{MEN2019-37
, author = {Menger,V. and Spruit,M. and Est,R. van and Nap,E. and Scheepers,F.}
, title = {Machine Learning Approach to Inpatient Violence Risk Assessment Using Routinely Collected Clinical Notes in Electronic Health Records}
, journal = {JAMA Network Open}
, year = {2019}
, publisher = {JAMA}
, volume = {2}
, number = {7}
, pages = {e196709}
}

@Article{OOM2019-38
, author = {Ooms,R. and Spruit,M. and Overbeek,S.}
, title = {3PM Revisited: Dissecting the Three Phases Method for Outsourcing Knowledge Discovery}
, journal = {International Journal of Business Intelligence Research}
, year = {2019}
, publisher = {IGI Global}
, volume = {10}
, number = {1}
, pages = {80–93}
}

@Article{SHE2019-39
, author = {Shen,Z. and Krimpen,H. van and Spruit,M.}
, title = {A lightweight API-based approach for building flexible clinical NLP systems}
, journal = {Journal of Healthcare Engineering}
, year = {2019}
, publisher = {Hindawi}
, volume = {Article ID 3435609}
, pages = {11}
}

@Article{SHE2019-40
, author = {Shen,Z. and Spruit,M.}
, title = {A systematic review on open source clinical software on GitHub for improving software reuse in smart healthcare }
, journal = {Applied Sciences}
, booktitle = {Data Analytics in Smart Healthcare}
, year = {2019}
, publisher = {MDPI}
, editor = {Lytras,M. and  Chui,K. and Visvizi,A.}
, volume = {9}
, pages = {150}
}

@Article{SYE2019-41
, author = {Syed,S. and Aodha,L. and Scougal,C. and Spruit,M.}
, title = {Mapping the global network of fisheries science collaboration}
, journal = {Fish and Fisheries}
, year = {2019}
, publisher = {Wiley}
, volume = {20}
, number = {5}
, pages = {830–856}
}

@Article{YIG2019-42
, author = {Yigit Ozkan,B. and Spruit,M}
, title = {Cybersecurity Standardisation for SMEs: The Stakeholders’ Perspectives and a Research Agenda}
, journal = {International Journal of Standardization Research}
, year = {2019}
, publisher = {IGI Global}
, volume = {17}
, number = {2}
, pages = {1–25}
}

@Article{YIG2019-43
, author = {Yigit Ozkan,B. and Spruit,M. and Wondolleck,R. and Burriel Coll,V.}
, title = {Modelling adaptive information security for SMEs in a cluster}
, journal = {Journal of Intellectual Capital}
, year = {2019}
, publisher = {Emerald}
, volume = {21}
, number = {2}
, pages = {235–256}
}

@Inproceedings{LEF2019-44
, author = {Lefebvre,A. and Spruit,M.}
, title = {A Socio-Technical Perspective on Reproducibility Challenges in Research Data Management
}
, booktitle = {13th Mediterranean Conference on Information Systems}
, year = {2019}
, publisher = {AIS}
, volume = {10}
}

@Inproceedings{LEF2019-45
, author = {Lefebvre,A. and Spruit,M.}
, title = {Designing Laboratory Forensics}
, journal = {Lecture Notes in Computer Science}
, booktitle = {Digital Transformation for a Sustainable Society in the 21st Century. I3E 2019}
, year = {2019}
, publisher = {Springer}
, editor = {Pappas,I. Mikalef,P., Dwivedi,Y., Jaccheri,L., Krogstie,J., Mäntymäki,M. }
, volume = {11701}
}

@Inproceedings{MEN2019-46
, author = {Menger,V. and Spruit,M. and Bruin,J. de and Kelder,T. and Scheepers,F.}
, title = {Supporting Reuse of EHR Data in Healthcare Organizations: the CARED Research Infrastructure Framework}
, booktitle = {Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019) - Volume 5}
, year = {2019}
, publisher = {ScitePress}
, editor = {Moucek,R. and Fred,A. and Gamboa,H.}
, pages = {41–50}
}

@Inproceedings{MEN2019-47
, author = {Menger,V. and Spruit,M. and Klift,W. van der and Scheepers,F.}
, title = {Using Cluster Ensembles to Identify Psychiatric Patient Subgroups}
, journal = {Lecture Notes in Computer Science}
, booktitle = {Artificial Intelligence in Medicine}
, year = {2019}
, publisher = {Springer}
, editor = {Riaño,D. and Wilk,S. and ten Teije,A.}
, volume = {11526}
, pages = {252–262}
}

@Inproceedings{SAR2019-48
, author = {Sarhan,I. and Spruit,M.}
, title = {Contextualized Word Embeddings in a Neural Open Information Extraction Model}
, journal = {Lecture Notes in Computer Science}
, booktitle = {NLDB 2019: International Conference on Applications of Natural Language to Information Systems}
, year = {2019}
, publisher = {Springer}
, editor = {Métais, E. et al.}
, volume = {11608}
, pages = {359–367}
}

@Inproceedings{SHE2019-49
, author = {Shen,Z. and Spruit,M.}
, title = {LOCATE: A web application to link open-source clinical software with literature}
, booktitle = {Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019) - Volume 5}
, year = {2019}
, publisher = {ScitePress}
, editor = {Moucek,R. and Fred,A. and Gamboa,H.}
, pages = {294–301}
}

@Inproceedings{SHE2019-50
, author = {Shen,Z. and Wang,X. and Spruit,M.}
, title = {Big Data Framework for Scalable and Efficient Biomedical Literature Mining in the Cloud}
, journal = {International Conference Proceedings Series by ACM}
, booktitle = {NLPIR 2019: Proceedings of the 2019 3rd International Conference on Natural Language Processing and Information Retrieval}
, year = {2019}
, publisher = {ACM}
, pages = {80–86}
}

@Inproceedings{SPR2019-51
, author = {Spruit,M. and Ferati,D.}
, title = {Applied Data Science in Financial Industry: Natural Language Processing Techniques for Bank Policies}
, journal = {Springer Proceedings in Complexity}
, booktitle = {
Research & Innovation Forum 2019}
, year = {2019}
, publisher = {Springer}
, editor = {Visvizi,A. and Lytras,M.}
, pages = {351–367}
}

@Inproceedings{SPR2019-52
, author = {Spruit,M. and Meijers,S.}
, title = {Big Data for the Masses: The CRISP-DCW Method for Distributed Computing Workflows}
, journal = {Springer Proceedings in Complexity}
, booktitle = {
Research & Innovation Forum 2019}
, year = {2019}
, publisher = {Springer}
, editor = {Visvizi,A. and Lytras,M.}
, pages = {325–341}
}

@Inproceedings{TAW2019-53
, author = {Tawfik,N. and Spruit,M.}
, title = {UU_TAILS at 2019 MEDIQA Challenge: Learning Textual Entailment in the Medical Domain}
, booktitle = {Proceedings of the BioNLP 2019 workshop}
, year = {2019}
, publisher = {Association for Computational Linguistics (ACL)}
, pages = {493–499}
}

@Inproceedings{TAW2019-54
, author = {Tawfik,N. and Spruit,M.}
, title = {Towards Recognition of Textual Entailment in the Biomedical Domain}
, journal = {Lecture Notes in Computer Science}
, booktitle = {NLDB 2019: International Conference on Applications of Natural Language to Information Systems}
, year = {2019}
, publisher = {Springer}
, editor = {Métais, E. et al.}
, volume = {11608}
, pages = {368–375}
}

@Inproceedings{TAW2019-55
, author = {Tawfik,N. and Spruit,M.}
, title = {PreMedOnto: A Computer Assisted Ontology for Precision Medicine}
, journal = {Lecture Notes in Computer Science}
, booktitle = {NLDB 2019: International Conference on Applications of Natural Language to Information Systems}
, year = {2019}
, publisher = {Springer}
, editor = {Métais, E. et al.}
, volume = {11608}
, pages = {329–336}
}

@Inproceedings{YIG2019-56
, author = {Yigit Ozkan,B. and Spruit,M}
, title = {A Questionnaire Model for Cybersecurity Maturity Assessment for Critical Infrastructures}
, journal = {Lecture Notes in Computer Science (LNCS) 11398}
, booktitle = {Information and Operational Technology Security Systems. First International Workshop, IOSec 2018, CIPSEC Project}
, year = {2019}
, publisher = {Springer}
, editor = {Fournaris,A. and  Lampropoulos,K. and  Tordera,E.}
, volume = {11398}
, pages = {49–60}
}

@Techreport{HAA2019-57
, author = {Haan,E. de and  Spruit,M. and  Zoet,M.}
, title = {Fundamental Constructs for Derivation Business Rules}
, year = {2019}
}

@Techreport{JAN2019-58
, author = {Janssen,J. and Spruit,M.}
, title = {M-RAM: a Mobile Risk Assessment Method for Enterprise Mobile Security}
, year = {2019}
}

@Techreport{LEF2019-59
, author = {Lefebvre,A. and Berendsen,J. and Spruit,M.}
, title = {Evaluation of classification models for retrieving experimental sections from full-text publications}
, year = {2019}
}

@Techreport{REN2019-60
, author = {Renes,C. and Spruit,M.}
, title = {What do you mean? The CIRCA-DIPS method for root cause analysis of data interoperability problems within aviation information systems
}
, year = {2019}
}

@Techreport{SPR2019-61
, author = {Spruit,M and Lingen,S. van and Yigit Ozkan,B.}
, title = {The CYSFAM Questionnaire: Assessing CYberSecurity Focus Area Maturity}
, year = {2019}
}

@Techreport{SPR2019-62
, author = {Spruit,M. and Linden,V. van der}
, title = {BIDQI: The Business Impacts of Data Quality Interdependencies Model}
, year = {2019}
}

@Article{HOM2018-63
, author = {Homberg,M. van den and  Monné,R. and  Spruit,M.}
, title = {Bridging the information gap of disaster responders by optimizing data selection using cost and quality}
, journal = {Computers & Geosciences}
, year = {2018}
, publisher = {Elsevier}
, volume = {120}
, pages = {60–72}
}

@Article{MEN2018-64
, author = {Menger,V. and Scheepers,F. and Spruit,M.}
, title = {Comparing Deep Learning and Classical Machine Learning Approaches for Predicting Inpatient Violence Incidents from Clinical Text}
, journal = {Applied Sciences}
, booktitle = {Data Analytics in Smart Healthcare}
, year = {2018}
, publisher = {MDPI}
, editor = {Lytras,M. and  Chui,K. and Visvizi,A.}
, volume = {8}
, number = {6}
, pages = {981}
}

@Article{MEN2018-65
, author = {Menger,V. and Scheepers,F. and Wijk,L. van and Spruit,M.}
, title = {DEDUCE: A pattern matching method for automatic de-identification of Dutch medical text}
, journal = {Telematics and Informatics}
, booktitle = {Patient Centric Healthcare}
, year = {2018}
, publisher = {Elsevier}
, editor = {Lytras,M. and Spruit,M.}
, volume = {35}
, number = {4}
, pages = {727–736}
}

@Article{PIE2018-66
, author = {Pieket Weeserik,B. and  Spruit,M.}
, title = {Improving Operational Risk Management using Business Performance Management technologies}
, journal = {Sustainability}
, year = {2018}
, publisher = {MDPI}
, volume = {10}
, number = {3}
, pages = {640}
}

@Article{SPR2018-67
, author = {Spruit,M. and Lytras,M.}
, title = {Applied Data Science in Patient-centric Healthcare: Adaptive Analytic Systems for Empowering Physicians and Patients}
, journal = {Telematics and Informatics}
, booktitle = {Patient Centric Healthcare}
, year = {2018}
, publisher = {Elsevier}
, editor = {Lytras,M. and Spruit,M.}
, volume = {35}
, number = {4}
, pages = {643–653}
}

@Article{SYE2018-68
, author = {Syed,S. and Borit,M. and Spruit,M.}
, title = {Narrow lenses for capturing the complexity of fisheries: A topic analysis of fisheries science from 1990 to 2016}
, journal = {Fish and Fisheries}
, year = {2018}
, publisher = {Wiley}
, volume = {19}
, number = {4}
, pages = {643–661}
}

@Article{SYE2018-69
, author = {Syed,S. and Spruit,M.}
, title = {Exploring Symmetrical and Asymmetrical Dirichlet Priors for Latent Dirichlet Allocation}
, journal = {International Journal of Semantic Computing}
, year = {2018}
, publisher = {World Scientific}
, volume = {12}
, number = {3}
, pages = {1–25}
}

@Article{TAW2018-70
, author = {Tawfik,N. and Spruit,M.}
, title = {The SNPCurator: Literature mining of SNP disease association}
, journal = {Database: The Journal of Biological Databases and Curation}
, year = {2018}
, publisher = {Oxford}
, volume = {2018}
, number = {January}
, pages = {bay020}
}

@InCollection{HOM2018-71
, author = {Homberg,M. van den and  Monné,R. and  Spruit,M.}
, title = {Bridging the Information Gap: Mapping Data Sets on Information Needs in the Preparedness and Response Phase}
, booktitle = {Technologies for Development}
, year = {2018}
, publisher = {Springer}
, editor = {Hostettler,S. and Najih Besson,S. and Bolay J}
, pages = {213–225}
}

@Incollection{SPR2018-72
, author = {Spruit,M. and  Lammertink,M.}
, title = {Effective and efficient business intelligence dashboard design: Gestalt theory in Dutch long-term and chronic healthcare}
, booktitle = {Applying Big Data Analytics in Bioinformatics and Medicine}
, year = {2018}
, publisher = {IGI Global}
, editor = {Lytras,M. and Papadopoulou,P.}
, pages = {243–271}
}

@Incollection{SPR2018-73
, author = {Spruit,M. and Adriana,T.}
, title = {Business Intelligence in Secondary Education: Data-driven Innovation by Quality Measurement}
, booktitle = {Enhancing Knowledge Discovery and Innovation in the Digital Era}
, year = {2018}
, publisher = {IGI Global}
, editor = {Lytras,M. and Daniela,L. and Visvizi,A.}
, pages = {56–90}
}

@Inproceedings{LEF2018-74
, author = {Lefebvre,A. and Schermerhorn,E. and Spruit,M.}
, title = {How research data management can contribute to efficient and reliable science}
, booktitle = {26th European Conference on Information Systems}
, year = {2018}
, publisher = {AIS Electronic Library (AISeL)}
}

@Inproceedings{LUC2018-75
, author = {Luchies,E. and Spruit,M. and Askari,M.}
, title = {Speech Technology in the Dutch Health Care: A Qualitative Study}
, booktitle = {11th International Conference on Health Informatics}
, year = {2018}
, publisher = {ScitePress}
, volume = {5}
, pages = {339–348}
}

@Inproceedings{SAR2018-76
, author = {Sarhan,I. and Spruit,M.}
, title = {Uncovering Algorithmic Approaches in Open Information Extraction: A Literature Review}
, booktitle = {30th Benelux Conference on Artificial Intelligence}
, year = {2018}
, publisher = {Springer CSAI / JADS}
, editor = {Atzmueller, M. and  Duivesteijn,W.}
, pages = {223–234}
}

@Inproceedings{SYE2018-77
, author = {Syed,S. and Spruit,M.}
, title = {Selecting Priors for Latent Dirichlet Allocation}
, booktitle = {12th IEEE International Conference on Semantic Computing}
, year = {2018}
, pages = {194-202}
}

@Inproceedings{TAW2018-78
, author = {Tawfik,N. and Spruit,M.}
, title = {Automated Contradiction Detection in Biomedical Literature}
, booktitle = {14th International Conference on Machine Learning and Data Mining}
, year = {2018}
, editor = {Perner,P.}
, volume = {1}
, pages = {138–148}
}

@Inproceedings{YIG2018-79
, author = {Yigit Ozkan,B. and Spruit,M.}
, title = {Assessing and Improving Cybersecurity Maturity for SMEs: Standardization aspects}
, booktitle = {1st SMESEC Workshop}
, year = {2018}
}

@Inproceedings{ZWE2018-80
, author = {Zweth,J. van der and Askari,M. and Spruit,M. and Nimwegen,C. van}
, title = {Devices used for non-invasive tele homecare for cardiovascular patients: A systematic literature review}
, booktitle = {11th International Conference on Health Informatics}
, year = {2018}
, publisher = {ScitePress}
, volume = {5}
, pages = {300–307}
}

@Article{BUI2017-81
, author = {Buijs,M. and Spruit,M.}
, title = {Asynchronous social search as a single point of access to information}
, journal = {Library Hi Tech}
, year = {2017}
, publisher = {Emerald}
, volume = {35}
, number = {4}
, pages = {656–671}
}

@Article{MEU2017-82
, author = {Meulendijk,M. and Spruit,M. and Lefebvre,A. and Brinkkemper,S.}
, title = {To what extent can prescriptions be meaningfully exchanged between primary care terminologies? A case study of four Western European classification systems}
, journal = {IET Software}
, year = {2017}
, publisher = {IET}
, volume = {11}
, number = {5}
, pages = {256–264}
}

@Article{OMT2017-83
, author = {Omta,W. and Nobel,J. de and Klumperman,J. and Egan,D. and Spruit.M. and Brinkhuis,M.}
, title = {Improving Comprehension Efficiency of HCS Data Through Interactive Visualizations}
, journal = {ASSAY and Drug Development Technologies}
, year = {2017}
, publisher = {Mary Ann Liebert}
, volume = {15}
, number = {6}
, pages = {247–256}
}

@Incollection{DIJ2017-84
, author = {Dijk,J. van and  Bargh,M. and  Choenni,S. and  Spruit,M.}
, title = {Maturing Pay-as-you-go Data Management: Towards decision support for paying the larger bills}
, journal = {Communications in Computer and Information Science}
, booktitle = {Data Management Technologies and Applications: 5th International Conference, DATA 2016, Revised Selected papers}
, year = {2017}
, publisher = {Springer}
, editor = {Helfert,M. and  Holzinger,A. and  Belo,O. and  Francalanci,C.}
, pages = {102–124}
}

@Incollection{SPR2017-85
, author = {Spruit,M. and Slot,G.}
, title = {ISFAM 2.0: Revisiting the information security assessment model}
, booktitle = {Security Risks: Assessment, Management and Current Challenges}
, year = {2017}
, publisher = {Nova}
, editor = {Boskovic, M.}
, pages = {87–108}
}

@Inproceedings{BRA2017-86
, author = {Brakenhoff,L. and Spruit,M.}
, title = {Consumer Engagement Characteristics in Mobile Advertising}
, booktitle = {Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management}
, year = {2017}
, publisher = {ScitePress}
, pages = {206–2014}
}

@Inproceedings{MEU2017-87
, author = {Meulendijk,M. and Spruit,M. and Brinkkemper,S.}
, title = {Risk mediation in association rules: the case of decision support in medication review}
, journal = {LNAI 10259}
, booktitle = {16th Conference on Artificial Intelligence in Medicine}
, year = {2017}
, publisher = {Springer}
, editor = {Teije,A. ten and  Popow,C. and  Holmes,J. and  Sacchi,L.}
, pages = {327 ff}
}

@Inproceedings{SCH2017-88
, author = {Schalk,I van der and Spruit,M.}
, title = {Sign-Lingo: Feasibility of a Serious Game for Involving Parents in the Language Development of their Deaf or Hearing Impaired Child}
, booktitle = {Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017)}
, year = {2017}
, publisher = {SciTePress}
, editor = {Broek,E. van der and  Fred,A. and  Gamboa,H. and  Vaz,M.}
, volume = {5}
, pages = {191-198}
}

@Inproceedings{SYE2017-89
, author = {Syed,S. and Spruit,M.}
, title = {Full Text or Abstract - Examining Topic Coherence Scores Using Latent Dirichlet Allocation}
, booktitle = {4th IEEE International Conference on Data Science and Advanced Analytics}
, year = {2017}
, publisher = {IEEE}
, pages = {165–174}
}

@Techreport{MEU2017-90
, author = {Meulendijk,M. and Spruit,M. and Brinkkemper,S.}
, title = {Risk Mediation in Association Rules: Application Examples}
, year = {2017}
}

@Article{BAA2016-91
, author = {Baars,T. and Mijnhardt,F. and Vlaanderen,K. and Spruit,M.}
, title = {An Analytics Approach to Adaptive Maturity Models using Organizational Characteristics}
, journal = {Decision Analytics}
, year = {2016}
, publisher = {Springer}
, volume = {3}
, number = {5}
}

@Article{ESK2016-92
, author = {Eskes,P. and Spruit,M. and Brinkkemper,S. and Vorstman,J. and Kas,M.}
, title = {The Sociability Score: App-based social profiling from a healthcare perspective}
, journal = {Computers in Human Behavior}
, year = {2016}
, publisher = {Elsevier}
, volume = {59}
, pages = {39–48}
}

@Article{MEN2016-93
, author = {Menger,V. and Spruit,M. and Hagoort,K. and Scheepers,F.}
, title = {Transitioning to a data driven mental health practice: collaborative expert sessions for knowledge and hypothesis finding}
, journal = {Computational and Mathematical Methods in Medicine}
, year = {2016}
, publisher = {Hindawi}
, volume = {Article ID 9089321}
, pages = {11}
}

@Article{MEU2016-94
, author = {Meulendijk,M. and Spruit,M. and Willeboordse,F. and Numans,M. and Brinkkemper,S. and Knol,W. and Jansen,P. and Askari,M.}
, title = {Efficiency of clinical decision support systems improves with experience}
, journal = {Journal of Medical Systems}
, year = {2016}
, publisher = {Springer}
, volume = {40}
, number = {4}
, pages = {1–7}
}

@Article{MIJ2016-95
, author = {Mijnhardt,F. and Baars,T. and Spruit,M.}
, title = {Organizational Characteristics Influencing SME Information Security Maturity}
, journal = {Journal of Computer Information Systems}
, year = {2016}
, publisher = {Taylor & Francis}
, volume = {56}
, number = {2}
, pages = {106–115}
}

@Article{OMT2016-96
, author = {Omta,W. and  Heesbeen,R. van and  Pagliero,R. and  Velden,L. van der and  Lelieveld,D. and Nellen,M. and Kramer,M. and Yeong,M. and Saeidi,A. and Medema,R. and Spruit,M. and Brinkkemper,S. and Klumperman,J. and Egan,D.}
, title = {HC StratoMineR: A web-based tool for the rapid analysis of high content datasets}
, journal = {ASSAY and Drug Development Technologies}
, year = {2016}
, publisher = {Mary Ann Liebert}
, volume = {14}
, number = {8}
, pages = {439–452}
}

@Article{STR2016-97
, author = {Stroe,A. and Spruit,M. and Koelemeijer,S. and Beltman,B.}
, title = {PMOMM: The Project Management Office Maturity Model}
, journal = {International Journal of Knowledge Society Research}
, year = {2016}
, publisher = {IGI Global}
, volume = {7}
, number = {3}
, pages = {47-61}
}

@InCollection{AAR2016-98
, author = {Aarnoutse,F. and Renes,C. and Batenburg,R. and Spruit,M.}
, title = {STRIPA: The potential usefulness of a medical app}
, booktitle = {Advancing Pharmaceutical Processes and Tools for Improved Health Outcomes}
, year = {2016}
, publisher = {IGI Global}
, editor = {Gasmelseid,T.}
, pages = {114–135}
}

@InCollection{PAC2016-99
, author = {Pachidi,S. and Spruit,M.}
, title = {The Performance Mining method: Extracting performance knowledge from software operation data}
, booktitle = {Big Data: Concepts, Methodologies, Tools, and Applications}
, year = {2016}
, publisher = {IGI Global}
, editor = {Information Science Reference}
, volume = {I}
, pages = {181–199}
}

@Inproceedings{HOM2016-100
, author = {Homberg,M. van den and  Monné,R. and  Spruit,M.}
, title = {Bridging the Information Gap: Mapping Data Sets on Information Needs in the Preparedness and Response Phase}
, journal = {Proceedings of the UNESCO Chair in Technologies for Development: From Innovation to Social Impact}
, booktitle = {Tech4Dev: UNESCO Chair in Technologies for Development: From Innovation to Social Impact}
, year = {2016}
}

@InProceedings{SHE2016-101
, author = {Shen,Z. and Meulendijk,M. and Spruit,M.}
, title = {A federated information architecture for multinational clinical trials: STRIPA revisited}
, booktitle = {24th European Conference on Information Systems}
, year = {2016}
, publisher = {AIS Electronic Library (AISeL)}
}

@Inproceedings{SPR2016-102
, author = {Spruit,M. and Jagesar,R.}
, title = {Power to the People! Meta-algorithmic modelling in applied data science}
, booktitle = {Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management}
, year = {2016}
, publisher = {ScitePress}
, editor = {Fred,A. et al.}
, volume = {1}
, pages = {400–406}
}

@Inproceedings{SYE2016-103
, author = {Syed,S. and Spruit,M. and Borit,M.}
, title = {Bootstrapping a Semantic Lexicon on Verb Similarities}
, booktitle = {Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management}
, year = {2016}
, publisher = {ScitePress}
, editor = {Fred,A. et al.}
, volume = {1}
, pages = {189–196}
}

@Inproceedings{TOL2016-104
, author = {Toledo,C. van and Spruit,M.}
, title = {Adopting privacy regulations in a data warehouse: A case of the anonimity versus utility dilemma}
, booktitle = {Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management}
, year = {2016}
, publisher = {ScitePress}
, editor = {Fred,A. et al.}
, pages = {67–72}
}

@Techreport{SHE2016-105
, author = {Shen, Z. and  Meulendijk,M. and  Knol,W. and  Huibers,L. and  Wilting,I. and  Jansen,P. and  Spruit,M.}
, title = {STRIPA Investigational Medical Device Dossier (IMDD)}
, year = {2016}
, publisher = {UU/UMCU}
}

@Article{CHR2015-106
, author = {Christoulakis,M. and Spruit,M. and Dijk,J. van}
, title = {Data Quality Management in the public domain: A case study within the Dutch Justice System}
, journal = {International Journal of Information Quality}
, year = {2015}
, publisher = {Inderscience}
, volume = {4}
, number = {1}
, pages = {1–17}
}

@Article{MEU2015-107
, author = {Meulendijk,M. and Spruit,M. and Drenth-van Maanen,C. and Numans,M. and Brinkkemper,S. and Jansen,P. and Knol,W}
, title = {Computerized decision support improves medication review effectiveness: an experiment evaluating the STRIP Assistant’s usability}
, journal = {Drugs & Aging}
, year = {2015}
, publisher = {Springer}
, volume = {32}
, number = {6}
, pages = {495–503}
}

@Article{OTT2015-108
, author = {Otten,S. and Spruit,M. and Helms,R.}
, title = {Towards decision analytics in product portfolio management}
, journal = {Decision Analytics}
, year = {2015}
, publisher = {Springer}
, volume = {2}
, number = {4}
}

@Article{PAC2015-109
, author = {Pachidi,S. and Spruit,M.}
, title = {The Performance Mining method: Extracting performance knowledge from software operation data}
, journal = {International Journal of Business Intelligence Research}
, year = {2015}
, publisher = {IGI Global}
, volume = {6}
, number = {1}
, pages = {11–29}
}

@Article{SPR2015-110
, author = {Spruit,M. and Adriana,T.}
, title = {Quantifying education quality in secondary schools}
, journal = {International Journal of Knowledge Society Research}
, year = {2015}
, publisher = {IGI Global}
, volume = {6}
, number = {1}
, pages = {55-87}
}

@Article{SPR2015-111
, author = {Spruit,M. and Pietzka,K.}
, title = {MD3M: The Master Data Management Maturity Model}
, journal = {Computers in Human Behavior}
, year = {2015}
, volume = {51}
, number = {B}
, pages = {1068–1076}
}

@Article{SPR2015-112
, author = {Spruit,M. and Sacu,C.}
, title = {DWCMM: The Data Warehouse Capability Maturity Model}
, journal = {Journal of Universal Computer Science}
, year = {2015}
, editor = {Lytras,M. and Kurilovas,E.}
, volume = {21}
, number = {11}
, pages = {1508-1534}
}

@Article{SPR2015-113
, author = {Spruit,M. and Vlug,B.}
, title = {Effective and Efficient Classification of Topically-Enriched Domain-Specific Text Snippets}
, journal = {International Journal of Strategic Decision Sciences}
, year = {2015}
, publisher = {IGI Global}
, volume = {6}
, number = {3}
, pages = {1–17}
}

@Incollection{BUI2015-114
, author = {Buijs,M. and Spruit,M.}
, title = {Determining the Relative Importance of Webpages Based on Social Signals Using the Social Score and the Potential Role of the Social Score in an Asynchronous Social Search Engine}
, journal = {Communications in Computer and Information Science}
, booktitle = {Knowledge Discovery, Knowledge Engineering and Knowledge Management - 6th International Joint Conference, IC3K 2014, Rome, Italy, October 21-24, 2014, Revised Selected Papers}
, year = {2015}
, publisher = {ScitePress}
, editor = {Fred,A. and Dietz,J. and Aveiro,D. and Liu,K. and Filipe,J.}
, volume = {553}
, pages = {118–131}
}

@InCollection{HOU2015-115
, author = {Houten,R. van den and Spruit,M.}
, title = {Proactive Business Intelligence: Discovering Key Performance Indicators with the Rule Extraction Matrix Method}
, booktitle = {Business Intelligence: Technologies, Applications and Challenges}
, year = {2015}
, publisher = {Nova Publishers}
, pages = {1–26}
}

@Inproceedings{HAA2015-116
, author = {Haasbroek,J. and Spruit,M.}
, title = {De ideale docent anno 2015: Docentgedrag en studenttevredenheid binnen het universitaire bachelor onderwijs}
, booktitle = {Onderwijs Research Dagen }
, year = {2015}
}

@Inproceedings{LEF2015-117
, author = {Lefebvre,A. and Spruit,M. and Omta,W}
, title = {Towards reusability of computational experiments: Capturing and sharing Research Objects from knowledge discovery processes}
, booktitle = {Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management}
, year = {2015}
, publisher = {ScitePress}
, volume = {1}
, pages = {456–462}
}

@Inproceedings{MEU2015-118
, author = {Meulendijk,M. and Spruit,M. and Numans,M. and Brinkkemper,S. and Jansen,P.}
, title = {STRIPA: a rule-based decision support system for medication reviews in primary care}
, booktitle = {23rd European Conference on Information Systems}
, year = {2015}
, publisher = {AIS Electronic Library (AISeL)}
, pages = {Paper 29}
}

@Inproceedings{SPR2015-119
, author = {Spruit,M. and Cepoi,A.}
, title = {CIRA: A competitive intelligence reference architecture for dynamic solutions}
, booktitle = {Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management}
, year = {2015}
, publisher = {ScitePress}
, volume = {1}
, pages = {249–258}
}

@Inproceedings{SPR2015-120
, author = {Spruit,M. and Visee,Y. and Jong,E. de}
, title = {DIA: het Docent-ICT Adoptie raamwerk - Verbinden van onderwijsvormen en onderwijstechnieken via onderwijstaken}
, booktitle = {Onderwijs Research Dagen }
, year = {2015}
}

@Article{FOT2014-121
, author = {Fotaki,G. and Spruit,M. and Brinkkemper,S. and Meijer,D.}
, title = {Exploring big data opportunities for online customer segmentation}
, journal = {International Journal of Business Intelligence Research}
, year = {2014}
, publisher = {IGI Global}
, volume = {5}
, number = {3}
, pages = {57–73}
}

@Article{MAA2014-122
, author = {Maass,D. and Spruit,M. and Waal,P. de}
, title = {Improving Short-Term Demand Forecasting For Short-Lifecycle Consumer Products With Data Mining Techniques: A Case Study In The Retail Industry}
, journal = {Decision Analytics}
, year = {2014}
, publisher = {SpringerOpen}
, volume = {1}
, number = {1}
, pages = {4}
}

@Article{PAC2014-123
, author = {Pachidi,S. and Spruit,M. and Weerd,I. van der}
, title = {Understanding Users' Behavior with Software Operation Data Mining}
, journal = {Computers in Human Behavior}
, booktitle = {ICTs for Human Capital}
, year = {2014}
, editor = {Lytras,M. and Kurilovas,E.}
, volume = {30}
, pages = {583–594}
}

@Article{SNI2014-124
, author = {Snijders,R. and Spruit,M.}
, title = { Towards Improved Music Recommendation: Using Blogs And Micro-Blogs}
, journal = { International Journal of Multimedia Data Engineering and Management }
, year = {2014}
, publisher = {IGI Global}
, volume = {5}
, number = {1}
, pages = {34–51}
}

@Article{SPR2014-125
, author = {Spruit,M. and Boer,T. de}
, title = {Business Intelligence as a Service: A Vendor’s Approach
}
, journal = {International Journal of Business Intelligence Research}
, year = {2014}
, publisher = {IGI Global}
, volume = {5}
, number = {4}
, pages = {26–43}
}

@Article{SPR2014-126
, author = {Spruit,M. and Vroon,R. and Batenburg,R.}
, title = {Towards healthcare business intelligence in long-term care: an explorative case study in the Netherlands}
, journal = {Computers in Human Behavior}
, booktitle = {ICTs for Human Capital}
, year = {2014}
, editor = {Lytras,M. and Kurilovas,E.}
, volume = {30}
, pages = {698–707}
}

@Inproceedings{BUI2014-127
, author = {Buijs,M. and Spruit,M.}
, title = {The Social Score: determining the relative importance of webpages based on online social signals}
, booktitle = {Proceedings of the 6th International Conference on Knowledge Discovery and Information Retrieval}
, year = {2014}
, publisher = {SciTePress}
, pages = {71–77}
}

@Inproceedings{MEU2014-128
, author = {Meulendijk,M. and Meulendijks,E. and Jansen,P. and Numans,M. and Spruit,M.}
, title = {What concerns users of medical apps? Exploring non-functional requirements of medical mobile applications}
, booktitle = {22nd European Conference on Information Systems}
, year = {2014}
, publisher = {AIS Electronic Library (AISeL)}
}

@Inproceedings{SPR2014-129
, author = {Spruit,M. and Roeling,M.}
, title = {ISFAM: the Information Security Focus Area Maturity model}
, booktitle = {22nd European Conference on Information Systems}
, year = {2014}
, publisher = {AIS Electronic Library (AISeL)}
}

@Techreport{BOE2014-130
, author = {Boer,T. de and Spruit,M.}
, title = {The business intelligence as a service capability maturity model}
, year = {2014}
}

@Techreport{REI2014-131
, author = {Reijmer,T. and Spruit,M.}
, title = {Cybersecurity in the news: A grounded theory approach to better understand its emerging prominence}
, year = {2014}
}

@Techreport{SPR2014-132
, author = {Spruit,M. and Pietzka,K.}
, title = {The MD3M Questionnaire: Assessing Master Data Management Maturity}
, year = {2014}
}

@Article{MEU2013-133
, author = {Meulendijk,M. and Spruit,M. and Drenth-van-Maanen,A. and Numans,M. and Brinkkemper,S. and Jansen,P.}
, title = {General practitioners’ attitudes towards decision-supported prescribing: an analysis of the Dutch primary care sector}
, journal = {Health Informatics Journal}
, year = {2013}
, publisher = {SAGE}
, volume = {19}
, number = {4}
, pages = {247–263}
}

@Article{OMT2013-134
, author = {Omta,W. and Egan,D. and Klumperman,J. and Spruit,M. and Brinkkemper,S.}
, title = {HTS-IA: High Throughput Screening Information Architecture for Genomics}
, journal = {International Journal of Healthcare Information Systems and Informatics}
, year = {2013}
, publisher = {IGI Global}
, volume = {8}
, number = {4}
, pages = {17–31}
}

@Article{SME2013-135
, author = {Smeitink,M. and Spruit,M.}
, title = {Maturity for Sustainability in IT: Introducing the MITS}
, journal = {International Journal of Information Technologies and Systems Approach}
, booktitle = {IT goes Green: Systemic Approaches to IT Policy Making, Design, Evaluation and Management}
, year = {2013}
, publisher = {IGI Global}
, editor = {Córdoba Pachón, J.}
, volume = {6}
, number = {1}
, pages = {39–56}
}

@Article{VER2013-136
, author = {Verkooij,K. and Spruit,M.}
, title = {Mobile Business Intelligence: Key considerations for implementation projects}
, journal = {Journal of Computer Information Systems}
, year = {2013}
, volume = {54}
, number = {1}
, pages = {23–33}
}

@Incollection{BAA2013-137
, author = {Baars,T. and Spruit,M.}
, title = {The SeCA model: Ins & Outs of a Secure Cloud Architecture}
, booktitle = {Security Engineering for Cloud Computing: Approaches and Tools}
, year = {2013}
, publisher = {IGI Global}
, editor = {Rosado,D. and Mellado,D. and Fernandez-Medina,E. and Piattini,M.}
, pages = {19-35}
}

@Incollection{MEU2013-138
, author = {Meulendijk,M. and Drenth-van-Maanen,A. and Jansen,P. and Brinkkemper,S. and Numans,M. and Spruit,M.}
, title = {Introducing the CORETEST feasibility analysis in medical informatics: a case study of a decision-supportive knowledge system in the Dutch primary care sector}
, booktitle = {Handbook of Research on ICTs for Healthcare and Social Services: Developments and Applications}
, year = {2013}
, publisher = {IGI Global}
, editor = {Miranda,I. and Cruz-Cunha,M. and Gonçalves,P.}
, volume = {2}
, pages = {1066–1087}
}

@Inproceedings{DIJ2013-139
, author = {Dijk,J. van and Choenni,S. and Leertouwer,E. and Spruit,M. and Brinkkemper,S.}
, title = {A Data Space System for the Criminal Justice Chain}
, journal = {Lecture Notes in Computer Science}
, booktitle = {Proceedings of On the Move to Meaningful Internet Systems: OTM 2013 Conferences}
, year = {2013}
, publisher = {Springer}
, volume = {8185}
, pages = {755-763}
}

@Inproceedings{PEE2013-140
, author = {Peersman,H. and Batenburg,R. and Spruit,M.}
, title = {Preventing credit card data breaches. A framework of critical indicators}
, booktitle = {IFIP TC11 Conference on IT Assurance and Audit}
, year = {2013}
, publisher = {IFIP}
, editor = {Shahim,Abbas}
}

@Inproceedings{SPR2013-141
, author = {Spruit,M.}
, title = {Selecting data quality dimensions: towards a business impacts assessment}
, booktitle = {6th World Summit on the Knowledge Society}
, year = {2013}
}

@Inproceedings{SPR2013-142
, author = {Spruit,M. and Vroon,R.}
, title = {Information needs in the Dutch long-term care sector}
, booktitle = {6th World Summit on the Knowledge Society}
, year = {2013}
}

@Misc{STR2013-143
, author = {Stroe,A. and Koelemeijer,S and Spruit,M.}
, title = {Een PMO is meer dan een administratiekantoor}
, journal = {Controllers Magazine. Management Accounting & Control}
, year = {2013}
, publisher = {Wolters-Kluwer}
}

@Techreport{FOT2013-144
, author = {Fotaki,G. and Spruit,M. and Brinkkemper,S. and Meijer,D.}
, title = {Exploring Big data opportunities for Online Customer Segmentation}
, year = {2013}
}

@Techreport{SPR2013-145
, author = {Spruit,M. and Wester,W.}
, title = {RFID Security and Privacy: Threats and Countermeasures}
, year = {2013}
}

@Article{BAA2012-146
, author = {Baars,T. and Spruit,M.}
, title = {Analysing the Security Risks of Cloud Adoption Using the SeCA Model: A Case Study}
, journal = {Journal of Universal Computer Science}
, booktitle = {Security in Information Systems}
, year = {2012}
, editor = {Fernández-Medina Patón,E. and Rosado, D. and Enrique Sánchez,L. and Jurjens,J.}
, volume = {18}
, number = {12}
, pages = {1662–1678}
}

@Article{BAA2012-147
, author = {Baars,T. and Spruit,M.}
, title = {Designing a Secure Cloud Architecture: The SeCA Model}
, journal = {International Journal of Information Security and Privacy}
, year = {2012}
, publisher = {IGI Global}
, volume = {6}
, number = {1}
, pages = {14–32}
}

@Article{OMT2012-148
, author = {Omta,W. and Egan,D. and Spruit,M. and Brinkkemper,S.}
, title = {Information Architecture in High Throughput Screening}
, journal = {Procedia Technology}
, year = {2012}
, volume = {5}
, pages = {696–705}
}

@Article{SPR2012-149
, author = {Spruit,M. and Abdat,N.}
, title = {The Pricing Strategy Guideline Framework for SaaS Vendors}
, journal = {International Journal of Strategic Information Technology and Applications}
, year = {2012}
, volume = {3}
, number = {1}
, pages = {38–54}
}

@Article{SPR2012-150
, author = {Spruit,M. and Bruijn,W. de}
, title = {CITS:The Cost of IT Security Framework}
, journal = {International Journal of Information Security and Privacy}
, year = {2012}
, publisher = {IGI Global}
, volume = {6}
, number = {4}
, pages = {94–116}
}

@Article{WAS2012-151
, author = {Wasmann,M. and Spruit,M.}
, title = {Performance Management within Social Network Sites: The Social Network Intelligence Process Method}
, journal = {International Journal of Business Intelligence Research}
, year = {2012}
, publisher = {IGI Global}
, volume = {3}
, number = {2}
, pages = {49–63}
}

@Article{WEE2012-152
, author = {Weeghel,R. van and Spruit,M.}
, title = {Corporate Strategy Optimization for Dutch Notaries with the use of IT}
, journal = {International Journal of Computer Information Systems and Industrial Management Applications}
, year = {2012}
, volume = {4}
, number = {1}
, pages = {317–325}
}

@Incollection{BEB2012-153
, author = {Bebensee,T. and Helms,R. and Spruit,M.}
, title = {Exploring Web 2.0 Applications as a Mean of Bolstering up Knowledge Management}
, booktitle = {Leading Issues in Social Knowledge Management}
, year = {2012}
, publisher = {Academic Publishing International}
, editor = {Gurteen,David}
, volume = {1}
, pages = {22-41}
}

@Incollection{BEB2012-154
, author = {Bebensee,T. and Helms,R. and Spruit,M.}
, title = {Exploring the Impact of Web 2.0 on Knowledge Management}
, booktitle = {Knowledge Management 2.0: Organizational Models and Enterprise Strategies}
, year = {2012}
, publisher = {IGI Global}
, editor = {Boughzala,I. and Dudezert,A.}
, pages = {17–43}
}

@Incollection{HAA2012-155
, author = {Haag,P. and Spruit,M.}
, title = {Selecting and implementing Identity and Access Management technologies: the AIM Services Assessment Model}
, booktitle = {Digital Identity and Access Management: Technologies and Frameworks}
, year = {2012}
, publisher = {IGI Global}
, editor = {Sharman,R. and Gupta,M. and Das-Smith,S.}
, pages = {348–365}
}

@Incollection{SME2012-156
, author = {Smeitink,M. and Spruit,M.}
, title = {IT sustainability measures: the Strategic Green Ontology}
, booktitle = {Green Technologies and Business Practices: An IT Approach}
, year = {2012}
, publisher = {IGI Global}
, editor = {Ordoñez de Pablos,P.}
, pages = {36–57}
}

@InCollection{VLE2012-157
, author = {Vleugel,A. and Spruit,M. and Daal,A. van}
, title = {Historical data analysis through data mining from an outsourcing perspective: the three-phases method}
, booktitle = {Organizational Applications of Business Intelligence Management: Emerging Trends}
, year = {2012}
, publisher = {IGI Global}
, editor = {Herschel,R.}
, pages = {236–260}
}

@Inproceedings{HEL2012-158
, author = {Helms,R. and Booij,E. and Spruit,M.}
, title = {Reaching out: Involving users in innovation tasks through social media}
, booktitle = {Proceedings of the 20th European Conference on Information Systems}
, year = {2012}
, pages = {Paper 193}
}

@Inproceedings{KRE2012-159
, author = {Krens,R. and Spruit,M. and Urbanus,N.}
, title = {Evaluating information security effectiveness with Health Professionals}
, journal = {Communications in Computer and Information Science}
, booktitle = {BIOSTEC 2011}
, year = {2012}
, publisher = {Springer}
, editor = {Fred,A. and Filipe,J. and Gamboa,H.}
, volume = {274}
, pages = {324–334}
}

@Inproceedings{PAC2012-160
, author = {Pachidi,S. and Spruit,M.}
, title = {Mining Performance Knowledge in User Logs}
, booktitle = {Proceedings of the 5th World Summit on the Knowledge Society}
, year = {2012}
, pages = {Paper 47}
}

@Inproceedings{POL2012-161
, author = {Polman,T. and Spruit,M.}
, title = {Integrating knowledge engineering and data mining in e-commerce fraud prediction}
, journal = {Communications in Computer and Information Science}
, booktitle = {Information Systems, E-learning and Knowledge Management Research for the Knowledge Society: The era of Social Networks, Web 2.0 and Open Source Paradigms}
, year = {2012}
, publisher = {Springer}
, editor = {Ruan,D. and Tennyson,R. and Ordonez De Pablos,P. and García Peñalvo,F. and Rusu,L.}
, volume = {278}
, pages = {460-466}
}

@Article{BEB2011-162
, author = {Bebensee,T. and Helms,R. and Spruit,M.}
, title = {Exploring Web 2.0 Applications as a Mean of Bolstering up Knowledge Management}
, journal = {Electronic Journal of Knowledge Management}
, booktitle = {ECKM Special Issue}
, year = {2011}
, volume = {9}
, number = {1}
, pages = {1–9}
}

@Article{FAA2011-163
, author = {Faase,R. and Helms,R. and Spruit,M.}
, title = {Web 2.0 In The CRM Domain: Defining Social CRM}
, journal = {International Journal of Electronic Customer Relationship Management}
, year = {2011}
, volume = {5}
, number = {1}
, pages = {1–2}
}

@Article{WIJ2011-164
, author = {Wijaya,S. and Spruit,M. and Scheper,W. and Versendaal,J.}
, title = {Web 2.0-based Webstrategies for Three Different Types of Organizations}
, journal = {Computers in Human Behavior}
, year = {2011}
, volume = {27}
, number = {4}
, pages = {1399–1407}
}

@Incollection{ABD2011-165
, author = {Abdat,N. and Spruit,M. and Bos,M.}
, title = {Software as a Service and the Pricing Strategy for Vendors}
, booktitle = {Digital Product Management, Technology and Practice: Interdisciplinary Perspectives, Advances in E-Business Research (AEBR) Book Series}
, year = {2011}
, publisher = {IGI Global}
, editor = {Strader,T.}
, pages = {154–192}
}

@Incollection{NIE2011-166
, author = {Nieuwerth,J. and Spruit,M. and Zijlstra,D.}
, title = {An assessment tool for establishing Infrastructure as a Service capability maturity}
, booktitle = {Service Systems Implementation volume of Service Science: Research and Innovations (SSRI) in the Service Economy}
, year = {2011}
, publisher = {IGI Global}
, editor = {Demirkan,H. and Spohrer,J. and Krishna,V.}
, pages = {133–144}
}

@Incollection{TIJ2011-167
, author = {Tijssen,R. and Spruit,M. and Ridder,M. van de and Raaij,B. van}
, title = {BI-FIT: Aligning Business Intelligence end-users, tasks and technologies}
, booktitle = {Enterprise Information Systems Design, Implementation and Management: Organizational Applications}
, year = {2011}
, editor = {Cruz-Cunha,M. and Varajão,J.}
, pages = {162–177}
}

@Inproceedings{KRE2011-168
, author = {Krens,R. and Spruit,M. and Urbanus,N.}
, title = {Information security in Health care: Evaluation with Health Professionals}
, booktitle = {Proceedings of the 4th International Conference on Health Informatics}
, year = {2011}
, pages = {61–69}
}

@Inproceedings{OTT2011-169
, author = {Otten,S. and Spruit,M.}
, title = {Linguistic engineering and its applicability to business intelligence: towards an integrated framework}
, booktitle = {International Conference on Knowledge Discovery and Information Retrieval}
, year = {2011}
, publisher = {SciTePress}
, pages = {460–464}
}

@Article{BRU2010-170
, author = {Bruijn,W. de and Spruit,M. and Heuvel,M. van der}
, title = {Identifying the Cost of Security}
, journal = {Journal of Information Assurance and Security}
, year = {2010}
, volume = {5}
, number = {1}
, pages = {074–083}
}

@Article{VLE2010-171
, author = {Vleugel,A. and Spruit,M. and Daal,A. van}
, title = {Historical data analysis through data mining from an outsourcing perspective: the three-phases method}
, journal = {International Journal of Business Intelligence Research}
, year = {2010}
, volume = {1}
, number = {3}
, pages = {42–65}
}

@Incollection{KNO2010-172
, author = {Knol,P. and Spruit,M. and Scheper,W.}
, title = {The Emerging Value of Social Computing in Business Model Innovation}
, booktitle = {Electronic Globalized Business And Sustainable Development Through IT Management: Strategies And Perspectives}
, year = {2010}
, publisher = {IGI Global}
, editor = {Lytras,M. and Ordoñez de Pablos,P. and Lee,W. and Karwowski,W.}
, pages = {112–134}
}

@Inproceedings{BEB2010-173
, author = {Bebensee,T. and Helms,R. and Spruit,M.}
, title = {Exploring Web 2.0 Applications as a Mean of Bolstering Up Knowledge Management in Non-Profit Organizations}
, booktitle = {11th European Conference on Knowledge Management}
, year = {2010}
, pages = {65–73}
}

@Inproceedings{BEK2010-174
, author = {Bekkers,W. and Spruit,M.}
, title = {The Situational Assessment Method Put to the Test: Improvements Based on Case Studies}
, booktitle = {4th International Workshop on Software Product Management}
, year = {2010}
, pages = {7–16}
}

@Inproceedings{BEK2010-175
, author = {Bekkers,W. and Spruit,M. and Weerd,I. van de and Vliet,R. van and Mahieu,A.}
, title = {A Situational Assessment Method For Software Product Management}
, booktitle = {Proceedings of the 18th European Conference on Information Systems}
, year = {2010}
, publisher = {AIS Electronic Library (AISeL)}
, number = {Paper 22}
}

@Inproceedings{BEK2010-176
, author = {Bekkers,W. and Weerd,I. van de and Spruit,M. and Brinkkemper,S.}
, title = {A Framework for Process Improvement in Software Product Management. Systems}
, journal = {Communications in Computer and Information Science}
, booktitle = {Software and Services Process Improvement - Proceedings of the 17th European Conference}
, year = {2010}
, publisher = {Springer}
, editor = {Riel,A. and O'Connor,R. and Tichkiewitch,S. and Messnarz,R.}
, volume = {99}
, pages = {1–12}
}

@Inproceedings{KOR2010-177
, author = {Kormaris,G. and Spruit,M.}
, title = {Bridging the Gap between Web 2.0 Technologies and Social Computing Principles}
, journal = {Communications in Computer and Information Science}
, booktitle = {Networked Digital Technologies - Second International Conference}
, year = {2010}
, volume = {87}
, number = {3}
, pages = {430–443}
}

@Inproceedings{SAC2010-178
, author = {Sacu,C. and Spruit,M.}
, title = {BIDM: The Business Intelligence development model}
, booktitle = {12th International Conference on Enterprise Information Systems}
, year = {2010}
, pages = {288–293}
}

@Inproceedings{WEE2010-179
, author = {Weeghel,R. van and Spruit,M.}
, title = {Using IT to Optimize Corporate Strategy for Dutch Notaries}
, booktitle = {Proceedings of the IADIS International Conference: ICT, Society and Human Beings 2010}
, year = {2010}
, editor = {Bradley,G.}
, pages = {3–10}
}

@Misc{BEK2010-180
, author = {Bekkers,W. and Spruit,M. and Weerd,I. van de and Vliet,R. van and Mahieu,A.}
, title = {Modelmatig verbeteren van product software management}
, journal = {Informatie}
, year = {2010}
, volume = {8}
, number = {12}
, pages = {8–14}
}

@Techreport{SAC2010-181
, author = {Sacu,C. and Spruit,M.}
, title = {BIDM: The Business Intelligence development model}
, year = {2010}
}

@Techreport{SAC2010-182
, author = {Sacu,C. and Spruit,M. and Habers,F.}
, title = {Data Warehouse Maturity Assessment Questionnaire}
, year = {2010}
}

@Article{SPR2009-183
, author = {Spruit,M.}
, title = {Towards linguistic knowledge discovery in language variation databases}
, journal = {Zeitschrift für Dialektologie und Linguistik}
, booktitle = {Low Saxon Dialects across borders}
, year = {2009}
, volume = {ZDL-Beiheft 138}
, pages = {179–193}
}

@Article{SPR2009-184
, author = {Spruit,M. and Heeringa,W. and Nerbonne,J.}
, title = {Associations among linguistic levels}
, journal = {Lingua}
, booktitle = {The forests behind the trees}
, year = {2009}
, volume = {119}
, number = {11}
, pages = {1624–1642}
}

@Incollection{BRI2009-185
, author = {Brinkkemper,S. and Batenburg,R. and Versendaal,J. and Wijngaert,L. van de and Helms,R. and Bos,R. and Jansen,S. and Spruit,M. and Ravesteijn,P. and Huizer,E. and Weerd,I. van de and Baaren,E. and Plomp,M. and Schuur,H. van der}
, title = {On the Challenge of Creating an Attractive Research Master Program: Graduate Education Avant-la-Lettre}
, booktitle = {Fascination for Computation: 25 jaar informatica}
, year = {2009}
, editor = {Bodlaender,H. and Duivesteijn,W. and Nijenhuis,C.}
, pages = {217–240}
}

@Inproceedings{TIJ2009-186
, author = {Tijssen,R. and Spruit,M. and Ridder,M. van de and Raaij,B. van}
, title = {BI-FIT : The fit between Business Intelligence end-users, tasks and technologies}
, booktitle = {Conference on ENTERprise Information Systems}
, year = {2009}
, pages = {523–535}
}

@Book{SPR2008-187
, author = {Spruit,M.}
, title = {Quantitative perspectives on syntactic variation in Dutch dialects}
, booktitle = {LOT Dissertation Series}
, year = {2008}
, publisher = {LOT}
, volume = {174}
}

@Incollection{WIJ2008-188
, author = {Wijaya,S. and Spruit,M. and Scheper, W.}
, title = {Webstrategy Formulation: benefiting from web 2.0 concepts to deliver business values}
, booktitle = {Web 2.0: The Business Model}
, year = {2008}
, publisher = {Springer}
, editor = {Lytras,M. and Damiani,E. and Ordóñez de Pablos,P.}
, pages = {103–132}
}

@Inproceedings{BRU2008-189
, author = {Bruijn,W. de and Spruit,M. and Heuvel,M. van der}
, title = {Identifying the Cost of Security}
, booktitle = {Proceedings of the AIS SIGSEC Workshop on Information Security & Privacy}
, year = {2008}
}

@Inproceedings{KNO2008-190
, author = {Knol,P. and Spruit,M. and Scheper,W.}
, title = {Web 2.0 Revealed - Business Model Innovation through Social Computing}
, booktitle = {Proceedings of the Seventh AIS SIGeBIZ Workshop on e-business}
, year = {2008}
}

@Inproceedings{LEV2008-191
, author = {Levantakis,T. and Helms,R. and Spruit,M.}
, title = {Developing a Reference Method for Knowledge Auditing}
, journal = {Lecture Notes in Artificial Intelligence}
, booktitle = {Proceedings of the 7th Conference of Practical Aspects on Knowledge Management}
, year = {2008}
, publisher = {Springer}
, editor = {Yamagchi,T.}
, volume = {5345}
, pages = {147–159}
}

@Inproceedings{WIJ2008-192
, author = {Wijaya,S. and Spruit,M. and Scheper,W.}
, title = {Webstrategy Formulation: benefiting from web 2.0 concepts to deliver business values}
, journal = {Lecture Notes in Computer Science}
, booktitle = {Emerging Technologies and Information Systems for the Knowledge Society}
, year = {2008}
, publisher = {Springer}
, editor = {Lytras, M. and Carroll, J. and Damiani,E. and Tennyson,R.}
, volume = {5288}
, pages = {373–384}
}

@Article{HEE2007-193
, author = {Heeringa,W. and Nerbonne,J. and Bezooijen,R. van and Spruit,M.}
, title = {Geografie en inwoneraantallen als verklarende factoren voor variatie in het Nederlandse dialectgebied}
, journal = {Tijdschrift voor Nederlandse taal- en letterkunde}
, booktitle = {Kwantitatieve benaderingen in de taal- en letterkunde}
, year = {2007}
, publisher = {Uitgeverij Verloren}
, volume = {123}
, number = {1}
, pages = {70–82}
}

@Inproceedings{SPR2007-194
, author = {Spruit,M.}
, title = {Discovery of association rules between syntactic variables: Data mining the Syntactic atlas of the Dutch dialects}
, booktitle = {Computational Linguistics in the Netherlands 2006: Selected papers from the seventeenth CLIN meeting}
, year = {2007}
, publisher = {LOT Occasional Series}
, editor = {Dirix,P. and Schuurman,I. and Vandeghinste,V. and Eynde,F. van}
, pages = {83–98}
}

@Article{SPR2006-195
, author = {Spruit,M.}
, title = {Measuring syntactic variation in Dutch dialects}
, journal = {Literary and Linguistic Computing}
, booktitle = {Progress in Dialectometry: Toward Explanation}
, year = {2006}
, publisher = {Oxford University Press}
, volume = {21}
, number = {4}
, pages = {493–506}
}

@Misc{SPR2006-196
, author = {Spruit,M.}
, title = {Tellen met Taal. Het meten van variatie in zinsbouw in Nederlandse dialecten}
, journal = {Respons: Mededelingen van het Meertens Instituut}
, year = {2006}
, publisher = {Meertens Instituut}
, editor = {Gerritsen,D. and Verburg,A.}
, volume = {8}
, pages = {12–16}
}

@Inproceedings{SPR2005-197
, author = {Spruit,M.}
, title = {Classifying Dutch dialects using a syntactic measure: The perceptual Daan and Blok dialect map revisited}
, booktitle = {Linguistics in the Netherlands 2005}
, year = {2005}
, publisher = {John Benjamins}
, pages = {179–190}
}

@InCollection{SPR1995-198
, author = {Spruit,M.}
, title = {FILTER prototype}
, journal = {Libraries in the information society 1995}
, booktitle = {Artificial neural networks for information retrieval in a libraries context}
, year = {1995}
, publisher = {European Commission, DG XIII-E3}
, editor = {Scholtes,J.}
, volume = {Chapter 10}
, pages = {213–251}
}