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By Topic

Below are the 101 master thesis topics for which I have been -- or still am -- the main supervisor, ordered by research topic.

Business Intelligence:37Health Informatics:34Data Analytics:34Text Analytics:21Information Security:11Social Media:4IT Strategy:3 Data Analytics:2...e-Government:1

2023-01-13 13:54:21 (GMT)

Business Intelligence

  1. Toledo,Chaïm van (2017/12/15). A data sharing system architecture for scientific purposes for a Dutch health care environment. Spruit,Marco, & Menger,Vincent (UU). Scheepers,Floor (UMC Utrecht/Psychiatry). [7.8].
  2. Kais,Marcin (2017/11/22). Bootstrapping the CRISP-DM process. Spruit,Marco, & Menger,Vincent (UU). [8].
  3. Schermerhorn,Elizabeth (2017/09/15). An Assessment Framework to Govern and Manage Research Data within Research Institutions. Spruit,Marco, & Lefebvre,Armel (UU). (UMCU; UU/ITS). [8].
  4. Pieket Weeserik,Bram (2017/08/28). Improving Operational Risk Management using Business Performance Management technologies. Spruit,Marco, & Dalpiaz,Fabiano (UU). Koelemeijer,Steven, & Beltman,Bastiaan (Celcus). [8].
  5. Wortmann,Diederik (2016/08/30). Missing data techniques in contract benchmarking. Spruit,Marco, & Omta,Wienand (UU). (Metri). [6.5].
  6. Mens,Joris (2016/06/30). A maturity model for BPM capability assessment in Dutch hospitals. Spruit,Marco, & Brinkkemper,Sjaak (UU). Batenburg,Ronald, & Ravesteyn,Pascal (Hogeschool Utrecht UAS). [8].
  7. Brouwer,Floris (2016/01/26). Applying semantic integration to improve data quality. Spruit,Marco, & Werf,Jan Martijn van der (UU). Steenbakkers,Wim (Mezuro). [7].
  8. Monné,Robert (2016/01/14). Determining relevant disparate disaster data and selecting an integration method to create actionable information. Spruit,Marco, & España,Sergio (UU). Homberg,Marc van den (TNO/Cordaid). [8.5].
  9. Renes,Cassandra (2015/08/31). What do you mean? A method for identifying the root causes of data interoperability problems within aviation information systems. Spruit,Marco, & Werf,Jan Martijn van der (UU). Raadt,Bas van der (Schiphol Group). [8].
  10. Haan,Eline de (2015/07/13). Patterns for Derivation Business Rules. Spruit,Marco, & Bex,Floris (UU). Straatsma,Peter, & Zoet,Martijn (Belastingdienst; Hogeschool Utrecht). [9].
  11. Rijnst,Sander van der (2014/12/02). Clinical decision support in surgical care for infection control. Spruit,Marco, & Batenburg,Ronald (UU). (Erasmus UMC Rotterdam). [7].
  12. Cepoi,Alex (2014/08/21). A Reference Architecture for a Dynamic Competitive Intelligence Solution. Spruit,Marco, & Feelders,Ad (UU). Hulst,Paul van der, & Hiddink,Taco (Jibes). [8.5].
  13. Bouma,Yorick (2014/07/18). Supporting Decision-making in Fraud Sensitive Environments - Including Personal Data from Public Sources in Risk Analyses. Spruit,Marco, & Brinkkemper,Sjaak (UU). Strien,Koos van (InfoSupport). [7].
  14. Kats,Jochem van (2014/07/10). Supporting incident management with population information derived from telecom data. Spruit,Marco, & Werf,Jan Martijn van der (UU). Steenbakkers,Wim, & Beute,Ron (Mezuro). [8].
  15. Vlug,Bas (2014/06/26). Effective and Efficient Classification of Topically-Enriched Domain-Specific Text Snippets. Spruit,Marco, & Jansen,Slinger (UU). Voges,Kevin (AFAS). [9].
  16. Adriana,Tiffany (2013/12/20). Measuring educational quality in secondary education. Spruit,Marco, & Werf,Jan Martijn van der (UU). Slijkerman,Teun, & Vissers,Maarten (DataPas). [7].
  17. Leenen,Wouter (2013/12/20). Integral and Data-Driven Production Control for Hospitals. Spruit,Marco, & Batenburg,Ronald (UU). Koelemeijer,Steven, & Beltman,Bastiaan (Celcus). [7.5].
  18. Christoulakis,Michalis (2013/10/28). Data Quality Management in the public domain: A case study within the Dutch Justice System. Spruit,Marco, & Tel,Gerard (UU). Dijk,Jan van (Research and Documentation Centre (WODC), Ministry of Security and Justice). [7].
  19. Fotaki,Georgia (2013/10/28). Exploring Big data opportunities for Online Customer Segmentation. Spruit,Marco, & Sjaak Brinkkemper (UU). Dion Meijer (GX Software). [8].
  20. Farro,Darrel (2013/08/23). The Healthcare No-show Reduction Method. Spruit,Marco, & Batenburg,Ronald (UU). Belleghem,Hans van (UMC Utrecht/Concerndienst Zorg Administratie en Informatie). [8].
  21. Turtoi,Razvan (2012/10/09). Determining the Benefits of Continuous Monitoring: A Tool for Prioritizing Internal Controls during a Continuous Monitoring Implementation. Spruit,Marco, & Helms,Remko (UU). Lissone,Anton, & Brandts,Luc (BWise Development). [7].
  22. Chok,Jiann Haur (2012/08/29). Data mining: a journey of discovering new business opportunities. Spruit,Marco, & Jansen,Slinger (UU). Spruijt,Willem (Yunoo). [6].
  23. Vroon,Robert (2012/08/29). Knowledge discovery within the Dutch long-term care sector. Spruit,Marco, & Batenburg,Ronald (UU). Tolsma,Laura (Technology to Serve). [8].
  24. Boer,Tim de (2012/08/27). Business Intelligence in the Cloud: A vendor’s approach. Spruit,Marco, & Jansen,Slinger (UU). Valkonet,Joris (Avanade). [8].
  25. Pietzka,Katharina (2012/08/27). MD3M Master Data Management Maturity Model - Developing an Assessment to Evaluate an Organization’s MDM Maturity . Spruit,Marco, & Helms,Remko (UU). Pump,Thomas (E.ON Energy Trading (Germany)). [8].
  26. Houten,Robbin van der (2012/08/23). Proactive Business Intelligence: Discovering Key Performance Indicators and Associated Business Rules from Historical Data using Data Mining Techniques. Spruit,Marco, & Jansen,Slinger (UU). (VANAD). [7].
  27. Stroe,Ana (2012/07/19). An analysis on the maturity of business intelligence for project management organizations. Spruit,Marco, & Bos,Rik (UU). Koelemeijer,Steven, & Beltman,Bastiaan (Celcus). [7.5].
  28. Verkooij,Kim (2012/06/27). Mobile Business Intelligence - The development of a Mobile BI Implementation Framework. Spruit,Marco, & Jansen,Slinger (UU). Niet,Mike van der, & Vaartjes,Carst (Deloitte). [8].
  29. Otten,Sjors (2012/01/26). Product portfolio management through data-driven business intelligence: a method for the food industry. Spruit,Marco, & Helms,Remko (UU). Uytdewilligen,Arnold (CSB-System Benelux). [9].
  30. Pachidi,Stella (2011/08/24). Software operation data mining: techniques to analyse how software operates in the field. Spruit,Marco, & Weerd,Inge van der (UU). Bezemer,Cor-Jan, & Dähne,Ronald (Exact). [9.5].
  31. Maaß,Dennis (2011/04/20). Improving Short-Term Demand Forecasting for Short-Lifecycle Consumer Products with Data Mining Techniques. Spruit,Marco, & Waal,Peter de (UU). Haake,Roland (Tchibo (Germany)). [7.5].
  32. Sacu,Catalina (2010/08/30). DWCMM: The Data Warehouse Capability Maturity Model. Spruit,Marco, & Versendaal,Johan (UU). Habers,Frank (Inergy). [8.5].
  33. Wasmann,Michel (2010/04/21). Business Intelligence within Social Network Sites. Spruit,Marco, & Jansen,Slinger (UU). Leenstra,Herbert, & Smulders,Henk (Logica). [7.5].
  34. Ciric,Ricardo (2009/12/15). Competitive Intelligence: Optimizing the competitive radar. Spruit,Marco, & Brinkkemper,Sjaak (UU). -- (--). [8].
  35. Linden,Vincent van der (2009/12/15). The business impacts of data quality - Creating the data quality interdependency model. Spruit,Marco, & Brinkkemper,Sjaak (UU). Groot,Jan-Peter de (Accenture). [7].
  36. Tijssen,Rick (2009/06/24). BI-FIT: The fit between Business Intelligence end-users, tasks and technologies. Spruit,Marco, & Brinkkemper,Sjaak (UU). Raaij,Bas van, & Ridder,Martijn van de (CapGemini). [8.5].
  37. Vleugel,Arjen (2009/05/25). Historical data analysis through data mining from an outsourcing perspective: the Three-phases method. Spruit,Marco, & Brinkkemper,Sjaak (UU). Daal,Anton van, & Sluiter,Ton (InSumma;Start/USG). [8].

Health Informatics

  1. Heath,Cheyenne (2022/08/18). Natural Language Processing for lifestyle recognition in discharge summaries. Spruit,Marco, & Putten,Peter van der (UL). Kist,Janet, Os,Hine van, & Zervanou,Kalliopi (LUMC/PHEG). [7.5].
  2. Verkleij,Stephanie (2021/03/26). Deep & Dutch NLP: Exploring linguistic markers for patient narratives analysis. Spruit,Marco, & Scheepers,Floortje (UU). Schepper, Kees de (UMC Utrecht/Psychiatry). [8].
  3. Sakapetis,Andreas (2020/10/28). NLP for knowledge discovery in scientific literature on biodegradation. Spruit,Marco, & Dutilh,Bas (UU). Haupfeld,Ernestina, & Tawfik,Noha (UU/Biology). [8].
  4. Claessens,Pim (2020/08/25). Cow disease classification in Precision Livestock Farming: A classification task on multilingual text snippets. Spruit,Marco, & Hostens,Miel (UU). (UU/Veterinary Sciences). [8.3].
  5. Evers,Maxime (2020/08/25). Combining a clinical taxonomy with Natural Language Processing techniques for identifying Adverse Drug Reactions in Dutch clinical free text fields. Spruit,Marco, & Wagenaar,Gerard (UU). Siegersma,Klaske (UMC Utrecht/Cardiology). [8.2].
  6. Omta,Wiert (2020/01/27). Task-Aware Cloud Instance Selection. Spruit,Marco, & Jansen,Slinger (UU). Omta,Wienand (CoreLifeAnalytics). [7.5].
  7. Knemeijer,Danny (2019/05/21). STRIPAI: Determining the suitability of implementing deep reinforcement learning principles in new domains. Spruit,Marco, & Brinkhuis,Matthieu (UU). [6.8].
  8. Joosse,Huibert-Jan (2019/03/29). Rediscovering the Clock: A Study on Methylation, Gene Expression, Age and Sex using a Data Science Approach. Spruit,Marco, & Onland-Moret,Charlotte (UU). (UMC Utrecht/Julius Center). (Applied Data Science Postgraduate thesis project). [7,9].
  9. Klift,Wouter van der (2018/09/28). Data-driven Diagnosis in Psychiatry. Spruit,Marco, & Brinkhuis,Matthieu (UU). Menger,Vincent, & Scheepers,Floor (UMC Utrecht/Psychiatry). [8.2].
  10. Karišik,Eldin (2018/08/29). A Standardized Data Mining Method in Healthcare: A pediatric intensive care unit case study. Spruit,Marco, & Brinkhuis,Matthieu (UU). Koomen,Erik, & Cappen,Teus (UMC Utrecht/ICU). [6.1].
  11. Dedding,Thomas (2018/07/10). Knowledge Discovery for Domain Experts: A Data Preparation Approach. Spruit,Marco, & Brinkhuis,Matthieu (UU). Benders,Manon, & Vijlbrief,Daniel (UMCU/Neonatology). [8].
  12. Lau,Erik (2018/06/29). Decoding the hype: Blockchain in Healthcare - A Software Architecture for the provision of a patient summary to overcome interoperability issues. Spruit,Marco, & Brinkhuis,Matthieu (UU). [8.5].
  13. Vries,Niels de (2018/06/01). Making Machine Learning accessible to Healthcare Professionals for the purpose of predicting Medical Adverse Events. Spruit,Marco, & Brinkhuis,Matthieu (UU). Asselbergh,Folkert, & Felix,Susanne (UMC Utrecht/Cardiology). [8.8].
  14. Toledo,Chaïm van (2017/12/15). A data sharing system architecture for scientific purposes for a Dutch health care environment. Spruit,Marco, & Menger,Vincent (UU). Scheepers,Floor (UMC Utrecht/Psychiatry). [7.8].
  15. Mens,Joris (2016/06/30). A maturity model for BPM capability assessment in Dutch hospitals. Spruit,Marco, & Brinkkemper,Sjaak (UU). Batenburg,Ronald, & Ravesteyn,Pascal (Hogeschool Utrecht UAS). [8].
  16. Jagesar,Raj (2016/06/22). Machine learning dissected. Spruit,Marco, & Brinkkemper,Sjaak (UU). Kas,Martien, & Vorstman,Jacob (UMC Utrecht). [9].
  17. Jackson,Jamal (2016/06/02). Increasing adherence through mhealth device: a feasibility study design. Spruit,Marco, & Brinkkemper,Sjaak (UU). Batenburg,Ronald, & Trappenburg,Jaap (UMC Utrecht/Julius Center). [6.5].
  18. Lefebvre,Armel (2015/08/27). Reproducible research and interactive data mining in bioinformatics. Spruit,Marco, & Omta,Wienand (UU). Kloosterman,Wigard (UMC Utrecht). [8.5].
  19. Eskes,Paul (2014/11/18). App-based social profiling of students from a health-care perspective. Spruit,Marco, & Batenburg,Ronald (UU). Kas,Martien, & Vorstman,Jacob (UMC Utrecht). [8].
  20. Reijmer,Tjalling (2014/02/04). Cyber security in healthcare: Can a computer virus be life threatening?. Spruit,Marco, & Batenburg,Ronald (UU). Hoorweg,Erik (CapGemini). [7].
  21. Meulendijks,Edwin (2013/08/27). Requirement Engineering for Medical Consumer Applications. Spruit,Marco, & Meulendijk,Michiel (UU). [8].
  22. Farro,Darrel (2013/08/23). The Healthcare No-show Reduction Method. Spruit,Marco, & Batenburg,Ronald (UU). Belleghem,Hans van (UMC Utrecht/Concerndienst Zorg Administratie en Informatie). [8].
  23. Shen, Zhengru (Ian) (2013/03/22). Knowledge discovery in high throughput screening: Creating a data mining techniques selection framework. Spruit,Marco, & Omta,Wienand (UU). Egan,David (UMC Utrecht/Cell Screening Center). [8].
  24. Josaputra,Yang Lee (2012/08/29). Data quality in general practice: The influence of people, technology and processes. Spruit,Marco, & Batenburg,Ronald (UU). Verheij,Robert, & Visscher,Stefan (NIVEL). [6.5].
  25. Vroon,Robert (2012/08/29). Knowledge discovery within the Dutch long-term care sector. Spruit,Marco, & Batenburg,Ronald (UU). Tolsma,Laura (Technology to Serve). [8].
  26. Krens,Robin (2010/06/16). Information security in health care: Evaluation with health professionals. Spruit,Marco, & Batenburg,Ronald (UU). Urbanus,Nathalie (UMC Utrecht/Executive Staff). [8].
  27. Drougkas,George (3 - In progress). Multimodal machine learning on Dutch speech and text. Spruit,Marco (UL).
  28. Wang,Runda (3 - In progress). Attend all options at once: solve MMRC problems with extra prompting and prior knowledge. Spruit,Marco, & Verberne,Suzan (UL).
  29. Barreiro Clemente,Diego (2 - Committed). Automatic generation of knowledge graphs from health reports data. Spruit,Marco (UL). Yousefi,Sahar (Prime Vision).
  30. Lu,Yijie (2 - Committed). Violence prediction from Dutch GP-EHR texts at ISGA/FGGA. Spruit,Marco (UL). Liem,Marieke, & Breen,Jolien van (ISGA/FGGA/ULEI).
  31. Rachman,Danielle (2 - Committed). Predicting cholera outbreaks in Cameroon. Spruit,Marco (UL). van den Homberg,Marc (Netherlands Red Cross, Dept. 510).
  32. Wang,Ruilin (2 - Committed). Heterogeneous NLP architectures with deduce + deidentify case study. Spruit,Marco (UL).
  33. J***,E*** d* (-1 - Quit). Understanding unstructured clinical data in hospitals before utilizing it. Spruit,Marco, & Shen,Ian (UU).
  34. W****,M**** (-1 - Quit). Semantic interoperability in Dutch primary care systems. Spruit,Marco, & Meulendijk,Michiel (UU).

Data Analytics

  1. Ooms,Richard (2019/10/07). Self-Service Data Science in Healthcare: Using AutoML in the Knowledge Discovery Process. Spruit,Marco, & Brinkhuis,Matthieu (UU). Candel,Sebastiaan (Deloitte). [8.5].
  2. Knemeijer,Danny (2019/05/21). STRIPAI: Determining the suitability of implementing deep reinforcement learning principles in new domains. Spruit,Marco, & Brinkhuis,Matthieu (UU). [6.8].
  3. Joosse,Huibert-Jan (2019/03/29). Rediscovering the Clock: A Study on Methylation, Gene Expression, Age and Sex using a Data Science Approach. Spruit,Marco, & Onland-Moret,Charlotte (UU). (UMC Utrecht/Julius Center). (Applied Data Science Postgraduate thesis project). [7,9].
  4. Bakhtiari,Baharak (2019/02/25). An Assessment Framework for Research Data Reusability. Spruit,Marco, & Lamprecht,Anna-Lena (UU). Lefebvre,Armel, & Altena,Tijmen (IDfuse). [7.3].
  5. Klift,Wouter van der (2018/09/28). Data-driven Diagnosis in Psychiatry. Spruit,Marco, & Brinkhuis,Matthieu (UU). Menger,Vincent, & Scheepers,Floor (UMC Utrecht/Psychiatry). [8.2].
  6. Karišik,Eldin (2018/08/29). A Standardized Data Mining Method in Healthcare: A pediatric intensive care unit case study. Spruit,Marco, & Brinkhuis,Matthieu (UU). Koomen,Erik, & Cappen,Teus (UMC Utrecht/ICU). [6.1].
  7. Vries,Niels de (2018/06/01). Making Machine Learning accessible to Healthcare Professionals for the purpose of predicting Medical Adverse Events. Spruit,Marco, & Brinkhuis,Matthieu (UU). Asselbergh,Folkert, & Felix,Susanne (UMC Utrecht/Cardiology). [8.8].
  8. Meijers,Stijn (2018/05/25). Developing CRISP-DCW: The Cross-Industry Standard Process for creating Distributed Computing Workflows. Spruit,Marco, & Brinkhuis,Matthieu (UU). Kampstra,Peter (ORTEC). [8.5].
  9. Kais,Marcin (2017/11/22). Bootstrapping the CRISP-DM process. Spruit,Marco, & Menger,Vincent (UU). [8].
  10. Ginkel,Jorien van (2017/10/06). How to determine the FAIRness of Open Data by a Reference Model. Spruit,Marco, & Lefebvre,Armel (UU). Elberse,Glenn (Berenschot Intellerts). [7.3].
  11. Krimpen,Hugo van (2017/08/28). A Multi API approach for Natural Language Processing in Unstructured Clinical Documents. Spruit,Marco, & Shen,Ian (UU). [7.5].
  12. Ferati,Drilon (2017/07/13). Text mining in financial industry: Implementing text mining techniques on bank policies. Spruit,Marco, & Brinkhuis,Matthieu (UU). Ackema,Alexander (ABN AMRO). [8.5].
  13. Wortmann,Diederik (2016/08/30). Missing data techniques in contract benchmarking. Spruit,Marco, & Omta,Wienand (UU). (Metri). [6.5].
  14. Jagesar,Raj (2016/06/22). Machine learning dissected. Spruit,Marco, & Brinkkemper,Sjaak (UU). Kas,Martien, & Vorstman,Jacob (UMC Utrecht). [9].
  15. Monné,Robert (2016/01/14). Determining relevant disparate disaster data and selecting an integration method to create actionable information. Spruit,Marco, & España,Sergio (UU). Homberg,Marc van den (TNO/Cordaid). [8.5].
  16. Renes,Cassandra (2015/08/31). What do you mean? A method for identifying the root causes of data interoperability problems within aviation information systems. Spruit,Marco, & Werf,Jan Martijn van der (UU). Raadt,Bas van der (Schiphol Group). [8].
  17. Lefebvre,Armel (2015/08/27). Reproducible research and interactive data mining in bioinformatics. Spruit,Marco, & Omta,Wienand (UU). Kloosterman,Wigard (UMC Utrecht). [8.5].
  18. Rijnst,Sander van der (2014/12/02). Clinical decision support in surgical care for infection control. Spruit,Marco, & Batenburg,Ronald (UU). (Erasmus UMC Rotterdam). [7].
  19. Eskes,Paul (2014/11/18). App-based social profiling of students from a health-care perspective. Spruit,Marco, & Batenburg,Ronald (UU). Kas,Martien, & Vorstman,Jacob (UMC Utrecht). [8].
  20. Cepoi,Alex (2014/08/21). A Reference Architecture for a Dynamic Competitive Intelligence Solution. Spruit,Marco, & Feelders,Ad (UU). Hulst,Paul van der, & Hiddink,Taco (Jibes). [8.5].
  21. Kats,Jochem van (2014/07/10). Supporting incident management with population information derived from telecom data. Spruit,Marco, & Werf,Jan Martijn van der (UU). Steenbakkers,Wim, & Beute,Ron (Mezuro). [8].
  22. Semenzin,Davide (2013/08/30). A framework for Digital Humanities software development and design: the case of Berkeley Prosopography Services. Spruit,Marco, & Brinkkemper,Sjaak (UU). Schmitz,Paul, Veldhuis,Niek, & Pearce,Laurie (UC Berkeley (USA)). [8].
  23. Farro,Darrel (2013/08/23). The Healthcare No-show Reduction Method. Spruit,Marco, & Batenburg,Ronald (UU). Belleghem,Hans van (UMC Utrecht/Concerndienst Zorg Administratie en Informatie). [8].
  24. Shen, Zhengru (Ian) (2013/03/22). Knowledge discovery in high throughput screening: Creating a data mining techniques selection framework. Spruit,Marco, & Omta,Wienand (UU). Egan,David (UMC Utrecht/Cell Screening Center). [8].
  25. Chok,Jiann Haur (2012/08/29). Data mining: a journey of discovering new business opportunities. Spruit,Marco, & Jansen,Slinger (UU). Spruijt,Willem (Yunoo). [6].
  26. Vroon,Robert (2012/08/29). Knowledge discovery within the Dutch long-term care sector. Spruit,Marco, & Batenburg,Ronald (UU). Tolsma,Laura (Technology to Serve). [8].
  27. Houten,Robbin van der (2012/08/23). Proactive Business Intelligence: Discovering Key Performance Indicators and Associated Business Rules from Historical Data using Data Mining Techniques. Spruit,Marco, & Jansen,Slinger (UU). (VANAD). [7].
  28. Otten,Sjors (2012/01/26). Product portfolio management through data-driven business intelligence: a method for the food industry. Spruit,Marco, & Helms,Remko (UU). Uytdewilligen,Arnold (CSB-System Benelux). [9].
  29. Pachidi,Stella (2011/08/24). Software operation data mining: techniques to analyse how software operates in the field. Spruit,Marco, & Weerd,Inge van der (UU). Bezemer,Cor-Jan, & Dähne,Ronald (Exact). [9.5].
  30. Maaß,Dennis (2011/04/20). Improving Short-Term Demand Forecasting for Short-Lifecycle Consumer Products with Data Mining Techniques. Spruit,Marco, & Waal,Peter de (UU). Haake,Roland (Tchibo (Germany)). [7.5].
  31. Vleugel,Arjen (2009/05/25). Historical data analysis through data mining from an outsourcing perspective: the Three-phases method. Spruit,Marco, & Brinkkemper,Sjaak (UU). Daal,Anton van, & Sluiter,Ton (InSumma;Start/USG). [8].
  32. Rachman,Danielle (2 - Committed). Predicting cholera outbreaks in Cameroon. Spruit,Marco (UL). van den Homberg,Marc (Netherlands Red Cross, Dept. 510).
  33. F******,S***** (2014/02/04). Adding value to a Content Management System through domain-specific summary generation of news and reports. Spruit,Marco, & Brinkkemper,Sjaak (UU). Karagiozov,Diman (Tetracom Interactive Solutions (Bulgaria)). [4].
  34. R****,A**** (-1 - Quit). Mining Cultural Capital in Online Profiles. Spruit,Marco (UU). Corten,Rense (UU/Sociology).

Text Analytics

  1. Heath,Cheyenne (2022/08/18). Natural Language Processing for lifestyle recognition in discharge summaries. Spruit,Marco, & Putten,Peter van der (UL). Kist,Janet, Os,Hine van, & Zervanou,Kalliopi (LUMC/PHEG). [7.5].
  2. Verkleij,Stephanie (2021/03/26). Deep & Dutch NLP: Exploring linguistic markers for patient narratives analysis. Spruit,Marco, & Scheepers,Floortje (UU). Schepper, Kees de (UMC Utrecht/Psychiatry). [8].
  3. Sakapetis,Andreas (2020/10/28). NLP for knowledge discovery in scientific literature on biodegradation. Spruit,Marco, & Dutilh,Bas (UU). Haupfeld,Ernestina, & Tawfik,Noha (UU/Biology). [8].
  4. Claessens,Pim (2020/08/25). Cow disease classification in Precision Livestock Farming: A classification task on multilingual text snippets. Spruit,Marco, & Hostens,Miel (UU). (UU/Veterinary Sciences). [8.3].
  5. Evers,Maxime (2020/08/25). Combining a clinical taxonomy with Natural Language Processing techniques for identifying Adverse Drug Reactions in Dutch clinical free text fields. Spruit,Marco, & Wagenaar,Gerard (UU). Siegersma,Klaske (UMC Utrecht/Cardiology). [8.2].
  6. Simons,Roy (2019/05/14). Enriching a question-answering system with user experience concepts. Spruit,Marco, & Ruiz,Marcela (UU). Rob Douwes (Rabobank). [8].
  7. Bakhtiari,Baharak (2019/02/25). An Assessment Framework for Research Data Reusability. Spruit,Marco, & Lamprecht,Anna-Lena (UU). Lefebvre,Armel, & Altena,Tijmen (IDfuse). [7.3].
  8. Meijers,Stijn (2018/05/25). Developing CRISP-DCW: The Cross-Industry Standard Process for creating Distributed Computing Workflows. Spruit,Marco, & Brinkhuis,Matthieu (UU). Kampstra,Peter (ORTEC). [8.5].
  9. Kais,Marcin (2017/11/22). Bootstrapping the CRISP-DM process. Spruit,Marco, & Menger,Vincent (UU). [8].
  10. Krimpen,Hugo van (2017/08/28). A Multi API approach for Natural Language Processing in Unstructured Clinical Documents. Spruit,Marco, & Shen,Ian (UU). [7.5].
  11. Ferati,Drilon (2017/07/13). Text mining in financial industry: Implementing text mining techniques on bank policies. Spruit,Marco, & Brinkhuis,Matthieu (UU). Ackema,Alexander (ABN AMRO). [8.5].
  12. Baars,Thijs (2014/09/27). Text prediction in web-based text processing. Spruit,Marco, & Nimwegen,Christof van (UU). [8.5].
  13. Vlug,Bas (2014/06/26). Effective and Efficient Classification of Topically-Enriched Domain-Specific Text Snippets. Spruit,Marco, & Jansen,Slinger (UU). Voges,Kevin (AFAS). [9].
  14. Drougkas,George (3 - In progress). Multimodal machine learning on Dutch speech and text. Spruit,Marco (UL).
  15. Wang,Runda (3 - In progress). Attend all options at once: solve MMRC problems with extra prompting and prior knowledge. Spruit,Marco, & Verberne,Suzan (UL).
  16. Barreiro Clemente,Diego (2 - Committed). Automatic generation of knowledge graphs from health reports data. Spruit,Marco (UL). Yousefi,Sahar (Prime Vision).
  17. Lu,Yijie (2 - Committed). Violence prediction from Dutch GP-EHR texts at ISGA/FGGA. Spruit,Marco (UL). Liem,Marieke, & Breen,Jolien van (ISGA/FGGA/ULEI).
  18. Wang,Ruilin (2 - Committed). Heterogeneous NLP architectures with deduce + deidentify case study. Spruit,Marco (UL).
  19. F******,S***** (2014/02/04). Adding value to a Content Management System through domain-specific summary generation of news and reports. Spruit,Marco, & Brinkkemper,Sjaak (UU). Karagiozov,Diman (Tetracom Interactive Solutions (Bulgaria)). [4].
  20. J***,E*** d* (-1 - Quit). Understanding unstructured clinical data in hospitals before utilizing it. Spruit,Marco, & Shen,Ian (UU).
  21. R****,A**** (-1 - Quit). Mining Cultural Capital in Online Profiles. Spruit,Marco (UU). Corten,Rense (UU/Sociology).

Information Security

  1. Wondolleck,Roland (2018/08/14). Towards an adaptive focus area maturity model for information security assessments at SMEs. Spruit,Marco, & Burriel,Verónica (UU). Schoote,Marijn van (Havenbedrijf Rotterdam N.V.). [8.3].
  2. Slot,Gabriël (2015/07/14). Towards Rule-based Information Security Maturity. Spruit,Marco, & Bex,Floris (UU). Li,Tan (Regas). [7].
  3. Lingen,Sonny van (2015/01/30). Towards a Federative Information Security Focus Area Maturity Model. Spruit,Marco, & Batenburg,Ronald (UU). Anderson,Colin (Nationale Nederlanden Bank). [6.5].
  4. Reijmer,Tjalling (2014/02/04). Cyber security in healthcare: Can a computer virus be life threatening?. Spruit,Marco, & Batenburg,Ronald (UU). Hoorweg,Erik (CapGemini). [7].
  5. Janssen,Joey (2013/11/18). Enterprise Mobile Security: The development of a Mobile Risk Assessment Method (M-RAM). Spruit,Marco, & Batenburg,Ronald (UU). Veldhuizen,Rik, Bosboom,Thomas, & Maat,Rob de (Deloitte). [8.5].
  6. Peersman,Hans (2013/01/29). Preventing Data Breaches by Proactive Data mining. Spruit,Marco, & Batenburg,Ronald (UU). Klunder,Arjan, & Knuiman,Martijn (Deloitte). [6.5].
  7. Roeling,Martijn (2012/08/28). Towards an aligned organization on Information Security - Closing the gap between the actual level of information security and business information security requirements. Spruit,Marco, & Helms,Remko (UU). Marsman,Henk (Deloitte). [8.5].
  8. Wester,Wouter (2010/11/11). RFID Security & Privacy: A Maturity Model for Consumer Product Supply Chain. Spruit,Marco, & Weerd,Inge van der (UU). Leonor,Javier (Accenture). [8.5].
  9. Haag,Peter (2010/06/28). Benefits and limitations of Access and Identity Management solutions. Spruit,Marco (UU). Scholten,Hans, & Stan,Alina (CapGemini). [6.5].
  10. Krens,Robin (2010/06/16). Information security in health care: Evaluation with health professionals. Spruit,Marco, & Batenburg,Ronald (UU). Urbanus,Nathalie (UMC Utrecht/Executive Staff). [8].
  11. Bruijn,Wouter de (2008/12/01). The cost of Security. Spruit,Marco, & Brinkkemper,Sjaak (UU). Heuvel,Maurits van der (Accenture). [8.5].

Social Media

  1. Buijs,Marco (2014/05/26). Asynchronous Social Search: Towards better Internet and Enterprise Search. Spruit,Marco, & Nimwegen,Christof van (UU). [8.5].
  2. Wasmann,Michel (2010/04/21). Business Intelligence within Social Network Sites. Spruit,Marco, & Jansen,Slinger (UU). Leenstra,Herbert, & Smulders,Henk (Logica). [7.5].
  3. Knol,Peter (2008/10/27). Web 2.0 revealed – Ways in which standardization will lead social computing to support business model innovation. Spruit,Marco, & Versendaal,Johan (UU). Scheper,Wim, & Kloos,Martin (Deloitte). [8].
  4. Wijaya,Senoaji (2008/10/27). Predicting sentiment on written medical self-assessments by elderly people using BERT and LIWC. Spruit,Marco, & Versendaal,Johan (UU). Scheper,Wim (Deloitte). [8.5].

IT Strategy

  1. Schermerhorn,Elizabeth (2017/09/15). An Assessment Framework to Govern and Manage Research Data within Research Institutions. Spruit,Marco, & Lefebvre,Armel (UU). (UMCU; UU/ITS). [8].
  2. Pietzka,Katharina (2012/08/27). MD3M Master Data Management Maturity Model - Developing an Assessment to Evaluate an Organization’s MDM Maturity . Spruit,Marco, & Helms,Remko (UU). Pump,Thomas (E.ON Energy Trading (Germany)). [8].
  3. Weeghel,Rob van (2010/01/18). Process Optimization in the Notarial Profession. Spruit,Marco, & Brinkkemper,Sjaak (UU). -- (DirICT). [7.5].

Data Analytics

  1. Omta,Wiert (2020/01/27). Task-Aware Cloud Instance Selection. Spruit,Marco, & Jansen,Slinger (UU). Omta,Wienand (CoreLifeAnalytics). [7.5].
  2. Dedding,Thomas (2018/07/10). Knowledge Discovery for Domain Experts: A Data Preparation Approach. Spruit,Marco, & Brinkhuis,Matthieu (UU). Benders,Manon, & Vijlbrief,Daniel (UMCU/Neonatology). [8].

Information Infrastructure

  1. Wondolleck,Roland (2018/08/14). Towards an adaptive focus area maturity model for information security assessments at SMEs. Spruit,Marco, & Burriel,Verónica (UU). Schoote,Marijn van (Havenbedrijf Rotterdam N.V.). [8.3].
  2. K******,H**** (2018/02/15). The blockchain as a centralized and distributed music copyright database for rightful royalty splits. Spruit,Marco (UU). (Avanade). [ONV].

IT Sustainability

  1. Yeganeh,Sam (2012/08/22). Substation Automation in the Distribution Grid: Cost-Benefit Analysis for using Line Current Differential Protection together with Wireless Telecommunications Technology. Spruit,Marco, & Helms,Remko (UU). Bos,Menne (Accenture). [8].
  2. Smeitink,Martijn (2011/02/28). IT sustainability in organizations - Developing a strategic green approach. Spruit,Marco, & Versendaal,Johan (UU). Ramesh,Adarsh (Accenture). [8].

Cloud Computing

  1. Abdat,Nizar (2009/10/12). Software as a Service and the Pricing Strategy Guideline Framework for Vendors. Spruit,Marco, & Jansen,Slinger (UU). Bos,Menne (Accenture). [8.5].
  2. Nieuwerth,Justin (2009/07/06). An assessment tool for establishing Infrastructure as a Service capability maturity. Spruit,Marco, & Jansen,Slinger (UU). Zijlstra,Danny (Accenture). [6.5].

NLP

  1. Meer,Thomas van der (2020/07/16). A deep learning approach to interest development. Spruit,Marco, & Akkerman,Sanne (UU). Beek,Joris (UU/Educational Sciences). [8].

Information Infrastructure

  1. Lau,Erik (2018/06/29). Decoding the hype: Blockchain in Healthcare - A Software Architecture for the provision of a patient summary to overcome interoperability issues. Spruit,Marco, & Brinkhuis,Matthieu (UU). [8.5].

Business Intelligence

  1. Buijs,Marco (2014/05/26). Asynchronous Social Search: Towards better Internet and Enterprise Search. Spruit,Marco, & Nimwegen,Christof van (UU). [8.5].

e-Government

  1. Smit,Sytze (2010/08/18). Keeping control on the eGovernment highway. Spruit,Marco (UU). Konings,Laudy (Deloitte). [8].

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