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Research Output 2000 2018

2018

Applying machine learning algorithms for deriving personality traits in social network

Araújo, E. F. M., Simoski, B. & Klein, M., 9 Apr 2018, Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018. Association for Computing Machinery, Vol. Part F137816, p. 346-349 4 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Learning algorithms
Learning systems
Tuning
Open Access
File

Contagious: Modeling the Spread of Behaviours, Perceptions and Emotions in Social Networks

Fernandes de Mello Araujo, E., 2018, 253 p.

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File

Improving cardiometabolic health through nudging dietary behaviours and physical activity in low SES adults: Design of the Supreme Nudge project

Lakerveld, J. , Mackenbach, J. D. , De Boer, F. , Brandhorst, B. , Broerse, J. E. W. , De Bruijn, G. J. , Feunekes, G. , Gillebaart, M. , Harbers, M. , Hoenink, J. , Klein, M. , Mensink, F. , Middel, C. , De Ridder, D. T. D. , Rutters, F. , Sluijs, I. , Van Der Schouw, Y. T. , Schuitmaker, T. J. , Te Velde, S. J. , Velema, E. & 3 others Waterlander, W., Brug, J. & Beulens, J. W. J., 20 Jul 2018, In : BMC Public Health. 18, 1, 899

Research output: Contribution to JournalArticleAcademicpeer-review

Economics
Health
Randomized Controlled Trials
Costs and Cost Analysis
Food

Integrating person-to-person social support in smartphone apps for promoting physical activity

Simoski, B., Klein, M., Van Halteren, A. T. & Bal, H., 2018, HEALTHINF 2018 - 11th International Conference on Health Informatics, Proceedings; Part of 11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018. SciTePress, Vol. 5, p. 497-504 8 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Smartphones
Application programs
Social Support
Health hazards
Telemedicine

Moving forward: Supporting physical activity behavior change through intelligent technology

Mollee, J. S., 2018, 382 p.

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File

The role of knowledge about user behaviour in demand response management of domestic hot water usage

Tabatabaei, S. A. & Klein, M., 12 Jan 2018, In : Energy Efficiency.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access

With a little help from my friends: A computational model for the role of social support in mood regulation

Tabatabaei, S. A., Abro, A. H. & Klein, M., Jan 2018, In : Cognitive Systems Research. 47, January, p. 133-146 14 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Social Support
Intelligent systems
Health
Social Isolation
Experiments
2017

A computational cognitive model for political positioning and reactions in web media

Fernandes de Mello Araujo, E. & Klein, M., 14 Nov 2017, Proceedings of 2017 IEEE 16th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2017. Institute of Electrical and Electronics Engineers Inc., p. 414-422 9 p. 8109782

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Social Media
Social Environment
Neurosciences
Psychology
Brain

Active2Gether: A Personalized m-Health Intervention to Encourage Physical Activity

Klein, M. C. A., Manzoor, A. & Mollee, J. S., 19 Jun 2017, In : Sensors. 17, 6, p. 1-16 16 p., 1436

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
health
Names
Young Adult
Exercise
Technology

A Data Analysis Technique to Estimate the Thermal Characteristics of a House

Tabatabaei, S., van der Ham, W., Klein, M. C. A. & Treur, J., 8 Sep 2017, In : Energies. 10, 9, 1358

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Data analysis
Thermostats
Thermostat
Estimate
Space heating

Empirical Validation of a Computational Model of Influences on Physical Activity Behavior

Mollee, J. S. & Klein, M. C. A., 27 Jun 2017, Empirical Validation of a Computational Model of Influences on Physical Activity Behavior. Springer/Verlag, Vol. 10351 LNCS, p. 353-363 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10351 LNCS)

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Computational Model
Health
Reasoning
Mobile Technology
Prediction

Evaluation of a personalized coaching system for physical activity: user appreciation and adherence

Mollee, J. S., Middelweerd, A., te Velde, S. J. & Klein, M. C. A., 2017, Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare. ACM DL

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Application programs
Physical addresses
Smartphones
Medical problems
Monitoring

Explaining Changes in Physical Activity Through a Computational Model of Social Contagion

Mollee, J. S., Fernandes de Mello Araujo, E., Manzoor, A., van Halteren, A. T. & Klein, M. C. A., 21 Mar 2017, Complex Networks VIII. CompleNet 2017.. Springer/Verlag, p. 213-223 (Springer Proceedings in Complexity)

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

physical activity
prediction
regression analysis

Exploring Parameter Tuning for Analysis and Optimization of a Computational Model

Mollee, J. S., Fernandes de Mello Araujo, E. & Klein, M. C. A., 27 Jun 2017, Advances in Artificial Intelligence: From Theory to Practice - 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017, Proceedings. Springer/Verlag, Vol. 10351 LNCS, p. 341-352 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10351 LNCS)

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Parameter Tuning
Computational Model
Tuning
Optimization
Model

Minding a Healthy Lifestyle: An Exploration of Mental Processes and a Smart Environment to Provide Support for a Healthy Lifestyle

Manzoor, A., 2017, 287 p.

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File

Special issue on supporting a healthier lifestyle with e-coaching systems

Beun, R. J., Anderson, J., Ham, J., Klein, M., Roefs, A. & Westerink, J., 29 May 2017, In : Personal and Ubiquitous Computing. 21, 4, p. 621-623 3 p.

Research output: Contribution to JournalEditorialAcademicpeer-review

Open Access

Steer your Mind: Computational Exploration of Human Control in Relation to Emotions, Desires and Social Support

Abro, A. H., 2017, 272 p.

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File

The Effectiveness of Upward and Downward Social Comparison of Physical Activity in an Online Intervention

Mollee, J. S. & Klein, M. C. A., 20 Jan 2017, Proceedings - 2016 15th International Conference on Ubiquitous Computing and Communications and 2016 8th International Symposium on Cyberspace and Security, IUCC-CSS 2016. Institute of Electrical and Electronics Engineers, Inc., p. 109-115 7 p. 7828590

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Experiments

ULTEMAT: A mobile framework for smart ecological momentary assessments and interventions

De Ven, P. V., O'Brien, H., Henriques, M. R., Klein, M., Msetfi, R., Nelson, J., Rocha, A., Ruwaard, J., O'Sullivan, D. & Riper, H., 1 Sep 2017, In : Internet Interventions. 9, p. 74-81 8 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Aptitude
Libraries
Appointments and Schedules
Mental Health
Equipment and Supplies

What technological features are used in smartphone apps that promote physical activity? A review and content analysis

Mollee, J. S., Middelweerd, A., Kurvers, R. L. & Klein, M. C. A., Aug 2017, In : Personal and Ubiquitous Computing. 21, 4, p. 633–643 11 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
Smartphones
Application programs
Health
Content analysis
Physical activity
2016

Methods for a Smart Thermostat to Estimate the Characteristics of a House Based on Sensor Data with Varying Extent of Completeness

van der Ham, W., Klein, M., Tabatabaei, S. A., Thilakarathne, D. & Treur, J., Sep 2016, In : Energy Procedia. 95, p. 467-474 8 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Thermostats
Sensors
Heat losses
Specific heat
Insulation

Online sharing of physical activity: does it accelerate the impact of a health promotion program?

Manzoor, A., Mollee, J. S., Fernandes de Mello Araujo, E., Klein, M. C. A. & van Halteren, A. T., 26 Oct 2016, Proceedings - 2016 IEEE International Conferences on Big Data and Cloud Computing, BDCloud 2016, Social Computing and Networking, SocialCom 2016 and Sustainable Computing and Communications, SustainCom 2016. Cai, Z., Angryk, R., Song, W., Li, Y., Cao, X., Bourgeois, A., Luo, G., Cheng, L. & Krishnamachari, B. (eds.). Institute of Electrical and Electronics Engineers, Inc., p. 201-208 8 p. 7723694

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File
health promotion
Health
community
promotion
internet community

Social Connection Dynamics in a Health Promotion Network

Fernandes de Mello Araujo, E., Klein, M. & van Halteren, A., 2016, In : Studies in Computational Intelligence. 693, p. 773-784 12 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Small-world networks
Health

Validation of a Computational Model for Mood and Social Integration

Abro, A. H. & Klein, M. C. A., 2016, Social Informatics - 8th International Conference, SocInfo 2016, Proceedings. Springer/Verlag, Vol. 10047 LNCS, p. 385-399 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10047 LNCS)

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
Mood
Computational Model
Health
Social Interaction
Internet
2015

Active2Gether: Innovative and smart coaching strategies to promote physical activity: A research protocol

Middelweerd, A., te Velde, S. J., Klein, M. C. A., Van Halteren, A. T. & Brug, J., Aug 2015, In : European Journal of Epidemiology. 30, 8, p. 874-875 2 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Exercise
Research
Social Support
Young Adult
Mentoring

A generic computational model of mood regulation and its use to model therapeutical interventions

Both, F., Hoogendoorn, M., Klein, M. C. A. & Treur, J., 1 Jul 2015, In : Biologically Inspired Cognitive Architectures. 13, p. 17-34 18 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Patient Simulation
Therapeutics
Homeostasis
Depression
Experiments

An Agent-Based Model for the Role of Social Support in Mood Regulation

Abro, A. H., Klein, M. C. A. & Tabatabaei, S., 2015, Highlights of Practical Applications of Agents, Multi-Agent Systems, and Sustainability - The PAAMS Collection. Springer, p. 15-27

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Experiments

Analysis and Evaluation of Social Contagion of Physical Activity in a Group of Young Adults

Fernandes de Mello Araujo, E., Tran, A. V. T. T., Mollee, J. S. & Klein, M. C. A., 2015, Proceedings of the ASE BigData & SocialInformatics 2015.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

evaluation
emotions
cognition

Encouraging physical activity via a personalized mobile system

Klein, M. C. A., Manzoor Rajper, A., Middelweerd, A., Mollee, J. S. & te Velde, S. J., 1 Jul 2015, In : IEEE Internet Computing. 19, 4, p. 20-27 8 p., 7096873

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
Health

Healthy Lifestyle Solutions: White Paper

Anderson, J., Klein, M., Beun, R. J., Boh, B., Kamphorst, B., Manzoor Rajper, A., Middelweerd, A., Mollee, J., Nauts, S., Roefs, A. & te Velde, S., 17 Nov 2015, National Initiative Brain & Cognition. 45 p.

Research output: Book / ReportReportProfessional

Open Access
File
Nutrition
Brain
Sleep

Modeling the effect of regulation of negative emotions on mood

Abro, A. H., Klein, M. C. A., Manzoor Rajper, A., Tabatabaei, S. A. & Treur, J., 2015, In : Biologically Inspired Cognitive Architectures. 13, p. 35-47

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
Emotions
Depression
Semantics
Up-Regulation
Down-Regulation

Ondersteuning van therapietrouw via smartphone: ervaringen met patiëntenwerving

Klein, M. & van Wissen, A., 28 May 2015, In : Tijdschrift voor gezondheidswetenschappen. 93, 4, p. 135-138 4 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
2014

A Computational Model of the Relation Between Regulation of Negative Emotions and Mood

Abro, A. H., Klein, M. C. A., Manzoor, A. R., Tabatabaei, S. A. & Treur, J., 2014, In : Lecture Notes in Computer Science. 8834, p. 59-68 10 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
Mood
Computational Model
Simulation Model
Model
Term

Agent-Based Analysis and Support of Human Functioning in Complex Socio-Technical Systems: Applications in Safety and Healthcare

Mogles, N. M., 2014

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File

Agent-based support for behavior change: Models and applications in health and safety domains

van Wissen, A., 2014

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File

A Personalized Support Agent for Depressed Patients

Kop, R., Hoogendoorn, M. & Klein, M. C. A., 2014, Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) - Volume 03. IEEE Computer Society, p. 302-309

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File

Autonomous e-coaching in the wild: Empirical validation of a model-based reasoning system

Kamphorst, B. A., Klein, M. C. A. & van Wissen, A., 2014, Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems. Paris, France: International Foundation for Autonomous Agents and Multiagent Systems, p. 725-732 8 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
Stairs
Application programs
Websites
Health

Effect of Changes in the Structure of a Social Network on Emotion Contagion

Klein, M. C. A., Manzoor Rajper, A., Mollee, J. S. & Treur, J., 2014, Proceedings of the 2014 IEEE/WIC/ACM International Conference on Intelligent Agent Technology. p. 270-277

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Human involvement in e-coaching: Effects on effectiveness, perceived influence and trust

Kamphorst, B. A., Klein, M. C. A. & van Wissen, A., 2014, In : Lecture Notes in Computer Science. 8749, p. 16-29 14 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Stairs
Ubiquitous computing
Self-management
Pervasive Computing
Person

Increasing Physical and Social Activity through Virtual Coaching in an Ambient Environment

van Breda, W., Brandenburgh, A., van der Ham, W., Roelofsma, P., Klein, M. & Moeskops, L., Aug 2014, Active Media Technology - 10th International Conference, AMT 2014, Proceedings. Vol. 8610 LNCS, p. 487-500 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8610 LNCS)

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Self-management
Chronic Disease
Quality of Life
Connectedness
Requirements

Intelligent Mobile Support for Therapy Adherence and Behavior Change

van Wissen, A., Klein, M. C. A. & Mogles, N. M., 2014, In : Journal of Biomedical Informatics. 51, p. 137 151 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Behavior Therapy
Application programs
Mobile Applications
Health
Life Style
2013

Agent-based Modelling of Social Emotional Decision Making in Emergency Situations

Bosse, T., Hoogendoorn, M., Klein, M. C. A., Sharpanskykh, A., Treur, J., van der Wal, C. N. & van Wissen, A., 2013, Co-evolution of Intelligent Socio-technical Systems: Modelling and Applications in Large Scale Emergency and Transport Domains. Springer/Verlag, p. 79-117 39 p. (Understanding Complex Systems)

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

Decision making

An Agent Model for Analysis of Human Performance Quality

Klein, M. C. A., van Lambalgen, R. M. & Treur, J., 2013, In : Web Intelligence and Agent Systems: An International Journal. 11, 2, p. 171-184 14 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Degradation

An Ambient Agent System Assisting Humans in Complex Tasks by Analysis of a Human's State and Performance.

Bosse, T., Both, F., Duell, R., Hoogendoorn, M., van Lambalgen, R. M., Klein, M. C. A., van der Mee, A. H. R., Oorburg, R., Sharpanskykh, A., Treur, J. & de Vos, M., 2013, (Accepted/In press) In : International Journal of Intelligent Information and Database Systems. 7, p. 3-33

Research output: Contribution to JournalArticleAcademicpeer-review

Multi agent systems
Sensors
Experiments

An Intelligent Coaching System for Therapy Adherence

Klein, M. C. A., Mogles, N. M. & van Wissen, A., 2013, In : IEEE Pervasive Computing. 12, 3, p. 22-30 9 p., 6514027

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
Intelligent systems
Application programs
Health
Medical problems
Mobile phones

Estimating mental states of a depressed person with bayesian networks

Klein, M. C. A. & Modena, G., 2013, Contemporary Challenges and Solutions in Applied Artificial Intelligence. Vol. 489, p. 163-168 6 p. (Studies in Computational Intelligence; vol. 489)

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

Open Access
Bayesian networks
Probability distributions

Formal specification and analysis of intelligent agents for model-based medicine usage management

Hoogendoorn, M., Klein, M. C. A., Memon, Z. A. & Treur, J., 2013, In : Computers in Biology and Medicine. 43, 5, p. 444-457

Research output: Contribution to JournalArticleAcademicpeer-review

Intelligent agents
Medicine
Patient Simulation
Systems Analysis
Dynamical systems

Modelling Collective Decision Making in Groups and Crowds: Integrating Social Contagion and Interacting Emotions, Beliefs and Intentions

Bosse, T., Hoogendoorn, M., Klein, M. C. A., Treur, J., van der Wal, C. N. & van Wissen, A., 2013, In : Autonomous Agents and Multi-Agent Systems. 27, 1, p. 52-84

Research output: Contribution to JournalArticleAcademicpeer-review

Decision making