Publications

Dissertations

• Koldijk, S. (2016). Context-Aware Support for Stress Self-Management: From Theory to Practice. Dissertation Radboud University (http://repository.ubn.ru.nl/handle/2066/159641)
• Maya Sappelli (2016) Knowledge Work in Context: User Centered Knowledge Worker Support. Dissertation Radboud University(http://repository.ubn.ru.nl/handle/2066/151710)

2016

• R. Achterkamp; M.G.H Dekker-Van Weering; R.M.H. Evering, M. Tabak, J.G. Timmerman; H.J. Hermens; M.M.R Vollenbroek-Hutten (2016). Strategies to improve effectiveness of physical activity coaching systems: Development of personas for providing tailored feedback. Health Informatics Journal, 1-11.
• R. Achterkamp; H.J. Hermens; M.M.R. Vollenbroek-Hutten (2016). The influence of vicarious experience provided through mobile technology on self-efficacy when learning new tasks. Computers in Human Behavior 62, 327-332
• Rospo G., Valsecchi V, Bonomi AG, Thomassen IW, van Dantzig S, La Torre A, Sartor F. (2016). Cardiorespiratory
  Improvements Achieved by American College of Sports Medicine's Exercise Prescription Implemented on a Mobile App. JMIR Mhealth Uhealth, 23;4(2):e77
• Dantzig, S. van (2016). Personalized, context-aware recommendations to increase physical activity at the office. Wellbeing at Work Conference 2016. Amsterdam, NL
• Suzan Verberne, Maya Sappelli, Djoerd Hiemstra, Wessel Kraaij (2016). Evaluation and analysis of term scoring methods for term extraction. Information Retrieval, Springer. doi:10.1007/s10791-016-9286-2
• Koldijk, S., Neerincx, M.A., & Kraaij, W. (2016). Detecting work stress in offices by combining unobtrusive sensors. In: IEEE Transactions on Affective Computing
• Koldijk, S., Kraaij, W. & Neerincx, M.A. (2016). Deriving Requirements for Pervasive Well-Being Technology From Work Stress and Intervention Theory: Framework and Case Study. In: JMIR Mhealth and Uhealth 2016;4(3):e79; DOI: 10.2196/mhealth.5341; PMID: 27380749
• Shoaib, M. and Bosch, S. and Durmaz Incel, O. and Scholten, J. and Havinga, P.J.M. (2016) Complex Human Activity Recognition Using Smartphone and Wrist-Worn Motion Sensors. Sensors, 16 (4). 426:1-426:24. ISSN 1424-8220
• Konak, S. and Turan, F. and Shoaib, M. and Durmaz Incel, O. (2016) Feature Engineering for Activity Recognition from Wrist-Worn Motion Sensors. In: Proceedings of the 6th International Joint Conference on Pervasive and Embedded Computing and Communication Systems, PECCS 2016, 25-27 Jul 2016, Lisbon, Portugal. pp. 76-84. SCITEPRESS – Science and Technology Publications. ISBN 978-989-758-195-3
• Maya Sappelli, Suzan Verberne, and Wessel Kraaij (2016) Adapting the interactive activation model for context recognition and identification In: ACM Transactions on Interactive Intelligent Systems
• Maya Sappelli, Gabriella Pasi, Suzan Verberne, Maaike de Boer, and Wessel Kraaij (2016) Assessing e-mail intent and tasks in e-mail messages In: Information Sciences  .
• Maya Sappelli, Suzan Verberne, Wessel Kraaij (2016) Evaluation of context-aware recommendation systems for information re-finding. In: Journal of the Association for Information Science and Technology (JASIST) .

2015

• R. Achterkamp; H.J. Hermens; M.M.R. Vollenbroek-Hutten (2015). The influence of success experience on self-efficacy when providing feedback through technology. Computers in Human Behavior 52, 419–423
• van Velzen, A., Janssen, J., de Vos, H., Siljee, J., Janic, M.  & Hulsebosch, B. (2015). Design Patterns for Privacy Transparency in Context-Aware Applications. APC 2015.
• Siljee, J. (2015). Privacy Transparency Patterns. EuroPlop 2015.
• Koldijk, S., Bernard, J., Ruppert, T., Kohlhammer, J., Neerincx, M.A., & Kraaij, W. (2015). Visual Analytics of Work Behavior Data - Insights on Individual Differences. In: Proceedings of EuroVis 2015 (Cagliari, Italy, 25-29 May 2015)
• Bosems, S. and van Sinderen, M.J. (2015) Model-driven Development for User-centric Well-being Support: From Dynamic Well-being Domain Models to Context-aware Applications. In: 3rd International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2015), 9-11 Feb 2015, Angers, France. pp. 425-432. SCITEPRESS. ISBN 978-989-758-083-3
• Bosems, S. and van Sinderen, M.J. (2015) Prediction of domain behaviour through dynamic well-being domain model analysis.The Scientific World Journal, 2015. 11. ISSN 1537-744
• Bosch, S. and Shoaib, M. and Geerlings, Stephen and Buit, Lennart and Meratnia, N. and Havinga, P.J.M. (2015) Analysis of Indoor Rowing Motion using Wearable Inertial Sensors. In:Proceedings of the 10th EAI International Conference on Body Area Networks, BODYNETS 2015,28-30 Sep 2015, Sydney, Australia. ACM.
• Shoaib, M. and Bosch, S. and Durmaz Incel, O. and Scholten, J. and Havinga, P.J.M. (2015) A Survey of Online Activity Recognition Using Mobile Phones. Sensors (Switserland), 15 (1).pp. 2059-2085. ISSN 1424-8220 *** ISI Impact 1,95 ***
• Shoaib, M. and Bosch, S. and Durmaz Incel, O. and Scholten, J. and Havinga, P.J.M. (2015) Defining a Roadmap Towards Comparative Research in Online Activity Recognition on Mobile Phones. In: Proceedings of the 5th International Conference on Pervasive and Embedded Computing and Communication Systems, PECCS 2015, 11-13 Feb 2015, Angers, France . pp. 154-159. SCITEPRESS – Science and Technology Publications. ISBN 978-989-758-084-0
• Shoaib, M. and Bosch, S. and Scholten, J. and Havinga, P.J.M. and Durmaz Incel, O. (2015)Towards detection of bad habits by fusing smartphone and smartwatch sensors. In:Proceedings of the IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2015 , 23-27 Mar 2015, St. Louis, MO, USA. 591 -596. IEEE Computer Society. ISBN 978-1-4799-8425-1
• Siljee, J. (2015), Privacy transparency patterns, In: Proceeding EuroPLoP '15 Proceedings of the 20th European Conference on Pattern Languages of Programs, ACM New York, NY, USA ©2015, ISBN: 978-1-4503-3847-9
• Suzan Verberne, Maya Sappelli, Kalervo Jarvelin, Wessel Kraaij (2015). User simulations for interactive search: evaluating personalized query suggestion. Proceedings of the 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 – April 2, 2015, pp 678-690
• Suzan Verberne, Thymen Wabeke and Rianne Kaptein (2015). Boolean Queries for News Monitoring: Suggesting new query terms to expert users. In the First International Workshop on Recent Trends in News Information Retrieval (NewsIR’16)
• Suzan Verberne, Thymen Wabeke and Rianne Kaptein (2015). QUINN: Query Updates for News Monitoring. In Proceedings of the 14th Dutch-Belgian Information Retrieval Workshop, Amsterdam, the Netherlands, p. 30.

2014

• ​Cabrita, M., op den Akker, H., Achterkamp, R., Hermens, H.J., Vollenbroek-Hutten, M.M.R. (2014). Automated personalized goal-setting in an activity coaching application​. 3rd International Conference on Sensor Networks (Sensornets 2014), Lisbon, PT [pdf]

• John Schavemaker, Erik Boertjes, Saskia Koldijk, Leon Wiertz, Suzan Verberne, Maya Sappelli, Rianne Kaptein (2014). Fishualization: a group feedback display. To appear in the proceedings of The 9th International Conference on Methods and Techniques in Behavioral Research (Measuring Behavior 2014)

• Maya Sappelli, Suzan Verberne, Saskia Koldijk and Wessel Kraaij (2014). Collecting a dataset of information behaviour in context. To appear in the Proceedings of the Workshop on Context-awareness in Retrieval and Recommendation [link]
• Maya Sappelli, Suzan Verberne and Wessel Kraaij (2014). E-mail categorization using partially related training examples. Proceedings of the Information Interaction in Context conference (IIiX 2014).
• Muhammad Shoaib, Stephan Bosch, Ozlem Durmaz Incel, Hans Scholten and Paul J. M. Havinga (2014). Fusion of Smartphone Motion Sensors for Physical Activity Recognition. Sensors Special Issue "Sensors data fusion for healthcare", Volume 14, Issue 6 (June 2014) [pdf]
• Saskia Koldijk, Maya Sappelli, Suzan Verberne, Marc Neerincx, Wessel Kraaij (2014). The SWELL Knowledge Work Dataset for Stress and User Modeling Research. Proceedings of the 16th ACM International Conference on Multimodal Interaction (ICMI 2014)
• Steven Bosems, Marten van Sinderen (2014). Improving context-aware applications for the well-being domain - Model-driven design guided by medical knowledge. Proceedings of the 2014 Intl. Conf. on Sensor Networks (SensorNets'14)
• Suzan Verberne, Maya Sappelli and Wessel Kraaij (2014). Query term suggestion in academic search. To appear in the Proceedings of the 36th European Conference on Information Retrieval, Amsterdam, the Netherlands, April 2014. [pdf]

2013

• ​Achterkamp, R., Cabrita, M., op den Akker, H., Hermens, H.J., Vollenbroek-Hutten, M.M.R. (2013). Promoting a healthy lifestyle: pesonalized feedback approach​​. COMMIT Days 2013, Lunteren, NL [pdf]
• ​Achterkamp, R., Cabrita, M., op den Akker, H., Hermens, H.J., Vollenbroek-Hutten, M.M.R. (2013). Promoting a healthy lifestyle: towards an improved personalized feedback approach​. 15th International Conference on e-Health Networking, Applications and Services (Healthcom2013), Lisbon, PT [pdf]
• Achterkamp, R., Dekker-van Weering, M.G.H., Tabak, M., Timmerman, J.G., Vollenbroek-Hutten, M.M.R. (2013). Promoting a healthy lifestyle: how to improve long term adherence​. Association for Researchers in Psychology and Health Conference 2013 (ARPH2013), Enschede, NL [pdf]
• Achterkamp, R., Koornwinder, B., van Halteren, A., Hermens, H.J., Vollenbroek-Hutten, M.M.R. (2013). Screening your well-being at work: the development of a first prototype​​. ICTOpen2013, Eindhoven, NL [pdf]
• Dantzig, S. van, Geleijnse, G., & Halteren, A. T. van. (2013). Toward a persuasive mobile application to reduce sedentary behavior. Personal and Ubiquitous Computing, 17(6), 1237-1246. doi:10.1007/s00779-012-0588-0 [link]
  
• Janssen, J.H., Tacken, P., de Vries, J.J.G., van den Broek, E.L., Westerink, J.H.D.M., Haselager, W.F.G., IJsselsteijn, W.A. (2013). Machines outperform lay persons in recognizing emotions elicited by autobiographical recollection. Human-Computer Interaction, 28, 479-517 [pdf]
• Joël Cox and Suzan Verberne (2013). Profiling knowledge workers using open online profiles. Proceedings of The 25th Benelux Conference on Artificial Intelligence (BNAIC 2013), Delft, the Netherlands, November 2013. [pdf]
  
• Juan Jiminez Garcia, Natalia Romero, David Keyson, Paul Having (2013). ESTHER 1.3: integrating in-situ prompts to trigger self-reflection of physical activity in knowledge workers. Proceedings of the 2013 Chilean Conf. on Human Computer Interaction (ChileCHI'13)
• Koldijk, S., Sappelli, M., Neerincx, M., & Kraaij, W. (2013). Unobtrusive monitoring of knowledge workers for stress self-regulation. In: Proceedings of UMAP 2013 (Rome, Italy, 10-14 Juli 2013). [pdf] [poster] 
• Maya Sappelli, Suzan Verberne, Wessel Kraaij (2013). Recommending personalized touristic sights using Google Places. Proceedings of the 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013) [pdf]
  
• Muhammad Shoaib, Hans Scholten, Paul Havinga (2013). Towards physical activity recognition using smartphone sensors. Proceedings of the 2013 IEEE Intl. Conf. on Ubiquitous Intelligence and Computing (UIC'13)
• Shoaib, M. (2013) Human Activity Recognition Using Heterogeneous Sensors. In: Adjunct Publication of the 2013 ACM Conference on Ubiquitous Computing, UbiComp'13 Adjunct, 8-12 Sept 2013, Zurich, Switzerland. ACM. ISBN 978-1-4503-2215-7 [pdf]
• Steven Bosems, Marten van Sinderen (2013). Incorporating medical knowledge in the design process of context-aware well-being systems. ICT Open 2013 [pdf]
• Suzan Verberne, Maya Sappelli, Diana R. Sørensen, Wessel Kraaij (2013). Personalization in Professional Academic Search. In: M. Lupu, M. Salampasis, N. Fuhr, A. Hanbury, B. Larsen, H. Strindberg (eds.): Proceedings of the Integrating IR technologies for Professional Search (IRPS) Workshop at ECIR, Moscow, Russia, 24 March 2013 [pdf]
  
• Suzan Verberne, Maya Sappelli, Wessel Kraaij (2013). Term extraction for user profiling: evaluation by the user. Proceedings of the The 21st Conference on User Modeling, Adaptation and Personalization (UMAP), Rome, Italy, June 10-14, 2013 [pdf]
  
• Verberne, S., van der Heijden, M., Hinne, M., Sappelli, M., Hoenkamp, E., Koldijk, S., & Kraaij, W. (2013). Reliability and Validity of Query Intent Assessments. In: Journal of the American Society for Information Science and Technology. In print. 

2012

• Achterkamp, R., Dekker-van Weering, M.G.H., Tabak, M., Timmerman, J.G., Vollenbroek-Hutten, M.M.R. (2012). Promoting a healthy lifestyle: how to improve long term adherence​. ICTOpen2012, Rotterdam, NL [pdf]
• Achterkamp, R., Vollenbroek-Hutten, M.M.R. (2012). Promoting a healthy lifestyle: how to improve long term adherence​. Designing Interactive Systems 2012 (DIS 2012), Workshop Designing Well-being, Newcastle, UK [pdf]
• Bokhove, W., Hulsebosch, B., Schoonhoven, B. van, Sappelli, M., Wouters, K. (2012). User privacy in applications for well-being and well-working. Requirements and approaches for user controlled privacy. AMBIENT 2012: The second international conference on Ambient Computing, Applications, Services and Technologies [pdf]
• Koldijk, S. (2012). Automatic recognition of context and stress to support knowledge workers. In: Proceedings of ECCE 2012 (Edinburgh, Scotland, 28-31 August 2012; doctoral consortium). [pdf] [poster] 
• Koldijk, S. (2012). Capturing context and mental state of knowledge workers. In:Proceedings of IIiX 2012 (Nijmegen, The Netherlands, 21-24 August 2012; doctoral consortium).[pdf] [extended abstract] 
• Koldijk, S., Neerincx, M., & Kraaij, W. (2012). Unobtrusively measuring stress and workload of knowledge workers. In: Proceedings of Measuring Behavior (Utrecht, The Netherlands, 28-31 August 2012). [pdf] 
• Koldijk, S., van Staalduinen, M., Neerincx, M., & Kraaij, W. (2012). Real-time task recognition based on knowledge workers' computer activities. In: Proceedings of ECCE 2012 (Edinburgh, Scotland, 28-31 August 2012). [pdf] 
• Sappelli, M., Verberne, S. & Kraaij, W. (2012). Supervision of learning methods in user data interpretation. IIiX 2012: symposium on Information Interaction in Context (Dit is een one-page summary van een doctoral consortium proposal)
• Sappelli, M., Verberne, S. & Kraaij, W. (2012). Using file system content to organize e-mail. IIiX 2012: symposium on Information Interaction in Context [pdf]
• Sappelli, M., Verberne, S., Heijden, M. van der, Hinne, M. & Kraaij, W. (2012). Collection and analysis of ground truth data for query intent. DIR 2012: Dutch-Belgium Information Retrieval Workshop [pdf]
• Steven Bosems (2012). A Ubiquitous System for Smart Reasoning for Well-Being at Home and at Work. Proceedings of the 2012 IEEE Intl. Conf. on Pervasive Computing and Communications Workshops (PERCOM Workshops'12) [pdf]
• Steven Bosems (2012). Towards model-driven requirements analysis for context-aware well-being systems. On the Move to Meaningful Internet Systems: OTM 2012 Workshops, Lecture Notes in Computer Science 7567, Springer Verlag [pdf]

2011

Koldijk, S. (2011). Look what you've done! Task recognition based on PC activities. Masters' thesis. Radboud University, Nijmegen, The Netherlands. [pdf] 

• Koldijk, S., van Staalduinen, M., Raaijmakers, S., van Rooij, I., & Kraaij, W. (2011). Activity-logging for self-coaching of knowledge workers. In: 2nd workshop on information access for personal media archives (Dublin, Ireland, 18-21 April 2011). [pdf]