Behavioural Informatics – Research Output — Vrije Universiteit Amsterdam

2016

Cultura: Een onderzoek naar de effectiviteit van serious gaming bij de verwerving van cultural awareness en culturele competenties in onderwijssituaties

Tweehuysen, J., Moelker, R., Bosse, T., van der Beek, P., Cuijten, E. & Roosendaal, L., 2016, Nederlandse Defensie Academie, Faculteit Militaire Wetenschappen.

Research output: Book / Report › Report › Professional

Developing a virtual coach for chronic patients: A user study on the impact of similarity, familiarity and realism

van Wissen, A., Vinkers, C. & van Halteren, A., 2016, Persuasive Technology - 11th International Conference, PERSUASIVE 2016, Proceedings. Springer/Verlag, Vol. 9638. p. 263-275 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9638).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Embodied Conversational Agents

User Studies

Self-management

Healthcare

Health

Doubting What to Eat: A Computational Model for Food Choice Using Different Valuing Perspectives

Abro, A. H. & Treur, J., 2016, Neural Information Processing: 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16–21, 2016, Proceedings. Hirose, A., Ozawa, S., Doya, K., Lee, M. & Liu, D. (eds.). Kyoto, Japan: Springer, Vol. 9950 LNCS. p. 164-174 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9950 LNCS).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Open Access

Computational Model

Decision Making

Decision making

Dynamic Modeling Based on a Temporal-Causal Network Modeling Approach

Treur, J., 1 Apr 2016, In : Biologically Inspired Cognitive Architectures. 16, p. 131-168 38 p.

Research output: Contribution to Journal › Article › Academic › peer-review

Open Access

Mental Processes

Neurosciences

Numerical models

Brain

Emotions

Effectiveness of a medication-adherence tool: Study protocol for a randomized controlled trial

Hilbink, M., Lacroix, J., Bremer-van der Heiden, L., van Halteren, A., Teichert, M. & van Lieshout, J., 3 Jun 2016, In : Trials. 17, 1, 274.

Research output: Contribution to Journal › Article › Academic › peer-review

Open Access

Medication Adherence

Randomized Controlled Trials

Blood Glucose

Pharmacies

Netherlands

Empirical Analysis of Social Support Provided via Social Media

Medeiros, L. & Bosse, T., 2016, Proceedings of the 8th International Conference on Social Informatics, SocInfo'16. Springer Verlag, Vol. 10047. p. 439-453 (Lecture Notes in Computer Science; vol. 10047).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Inferring Emotions from Human Voice

Formolo, D. & Bosse, T., 27 Oct 2016.

Research output: Contribution to Conference › Poster › Other research output

Open Access

File

In or Out of Control: Exploring Computational Models to Study the Role of Human Awareness and Control in Behavioural Choices, with Applications in Aviation and Energy Management Domains

Thilakarathne, D. J., 2016

Research output: PhD Thesis › PhD Thesis - Research VU, graduation VU › Academic

Open Access

File

Making Up Your Mind: An Exploration into Analysis and Support in Individual and Social Contexts

Duell, R., 2016

Research output: PhD Thesis › PhD Thesis - Research VU, graduation VU › Academic

Open Access

File

Social Context

Measuring and modeling negative emotions for virtual training

de Man, J., 2016

Research output: PhD Thesis › PhD Thesis - Research VU, graduation VU › Academic

Open Access

File

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 Journal › Article › Academic › peer-review

Open Access

Thermostats

Sensors

Heat losses

Specific heat

Insulation

Modeling safety culture as a socially emergent phenomenon: a case study in aircraft maintenance

Passenier, D. F., Mols, C., Bím, J. & Sharpanskykh, A., 2016, In : Computational and Mathematical Organization Theory. 22, 4, p. 487-520

Research output: Contribution to Journal › Article › Academic › peer-review

Open Access

File

Aircraft

Maintenance

Safety

Modeling

Ethnography

Modelling a Mutual Support Network for Coping with Stress

Medeiros, L., Sikkes, R. & Treur, J., 2016, 8th International Conference on Computational Collective Intelligence, ICCCI 2016, Halkidiki, Greece, September 28-30, 2016. Proceedings, Part I. Nguyen, N-T., Iliadis, L., Manolopoulos, Y. & Trawiński, B. (eds.). Springer, Vol. 9875. p. 64-77 14 p. (Lecture Notes in Computer Science; vol. 9875).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Open Access

Software agents

Dynamic models

Experiments

Modelling Internalizing and Externalizing Behaviour in Autism Spectrum Disorders

van der Lubbe, L., Treur, J. & van Vught, W., 2016, In : Lecture Notes in Computer Science. 9875, p. 13-26 14 p.

Research output: Contribution to Journal › Article › Academic › peer-review

Open Access

Disorder

Parameter Tuning

Mathematical Analysis

Modeling

Computational Model

Modelling the Role of Cognitive Metaphors in Joint Decision Making

van Ments, L., Thilakarathne, D. J. & Treur, J., 2016, Proceedings of the 15th International Conference on Intelligent Agent Technology. IEEE Computer Society Press

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Open Access

Decision making

Network-Oriented Modeling: Addressing Complexity of Cognitive, Affective and Social Interactions

Treur, J., 2016, Cham, Switzerland: Springer Verlag. 499 p. (Understanding Complex Systems)

Research output: Book / Report › Book › Academic › peer-review

Open Access

emotion

interaction

graduate

simulation

artificial intelligence

Network-Oriented Modeling and Analysis of Dynamics Based on Adaptive Temporal-Causal Networks

Treur, J., 2016, In : Studies in Computational Intelligence. 693, p. 69-82 14 p.

Research output: Contribution to Journal › Article › Academic › peer-review

Open Access

Dynamic models

Experiments

Network-Oriented Modeling and Its Conceptual Foundations

Treur, J., 2016, Social Informatics - 8th International Conference, SocInfo 2016, Proceedings. Spiro, E. & Ahn, Y-Y. (eds.). Springer/Verlag, Vol. 10047 LNCS. p. 157-175 19 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 proceeding › Conference contribution › Academic › peer-review

Open Access

Modeling

Alternatives

Interaction

Human

Network-Oriented Modelling: A Temporal-Causal Network Modelling Approach to Complex Dynamical Systems (extended abstract)

Treur, J., 2016, Conference on Complex Systems, CCS'16. 1 p.

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Dynamical systems

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 proceeding › Conference contribution › Academic › peer-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 Journal › Article › Academic › peer-review

Small-world networks

Health

Towards Serious Gaming for Communication Training - A Pilot Study with Police Academy Students

Bosse, T. & Gerritsen, C., 2016, Intelligent Technologies for Interactive Entertainment - 8th International Conference, INTETAIN 2016, Utrecht, The Netherlands, June 28-30, 2016, Revised Selected Papers. Springer Verlag, Vol. 178. p. 13-22 (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

trainee

academy

police

communication

law enforcement

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 proceeding › Conference contribution › Academic › peer-review

Open Access

Mood

Computational Model

Health

Social Interaction

Internet

Verification of Temporal-Causal Network Models by Mathematical Analysis

Treur, J., 2016, In : Vietnam Journal of Computer Science. 3, p. 207-221 15 p.

Research output: Contribution to Journal › Article › Academic › peer-review

Open Access

Causal Model

Mathematical Analysis

Network Model

Limit Cycle

Simulation Experiment

What Is It That Drives Dynamics: We Don't Believe in Ghosts, Do We?

Treur, J., 2016, Transactions on Computational Collective Intelligence XXIII. Springer/Verlag, Vol. 9760. p. 212-250 39 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9760).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Open Access

Physical properties

Snapshot

Physical property

Instant

What Is It That Drives Dynamics: We Don’t Believe in Ghosts, Do We? (extended abstract)

Treur, J., 2016, Conference on Complex Systems, CCS'16. 1 p.

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Ghost

Potentiality

Differential Equations

Cognitive Science

Realism

2015

A Computational Cognitive Model Integrating Different Emotion Regulation Strategies

Abro, A. H., Manzoor Rajper, A., Tabatabaei, S. & Treur, J., 2015, Proc. of the 6th Annual International Conference on Biologically Inspired Cognitive Architectures, BICA 2015. Georgeon, O. L. (ed.). Elsevier, p. 157-168 (Procedia Computer Science; vol. 71).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Open Access

File

Brain

Dynamical systems

Imaging techniques

Experiments

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 Journal › Article › Academic › peer-review

Open Access

Exercise

Research

Social Support

Young Adult

Mentoring

Adaptive Training for Aggression De-escalation

Bosse, T., Gerritsen, C., de Man, J. & Tolmeijer, S., 2015, In : Communications in Computer and Information Science. 519, p. 80-93

Research output: Contribution to Journal › Article › Academic › peer-review

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 Journal › Article › Academic › peer-review

Patient Simulation

Therapeutics

Homeostasis

Depression

Experiments

Agent-Based Modelling of Emotion Contagion in Groups

Bosse, T., Duell, R., Memon, Z. A., Treur, J. & van der Wal, C. N., 2015, In : Cognitive Computation. 7, 1, p. 111-136

Research output: Contribution to Journal › Article › Academic › peer-review

Open Access

Systems Analysis

Emotions

Group Processes

Computer Systems

Amplification

An agent-based model for integrated emotion regulation and contagion in socially affected decision making

Manzoor, A. & Treur, J., 2015, In : Biologically Inspired Cognitive Architectures. 12, p. 105-120

Research output: Contribution to Journal › Article › Academic › peer-review

Open Access

File

Decision Making

Emotions

Decision making

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 proceeding › Conference contribution › Academic › peer-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 proceeding › Conference contribution › Academic › peer-review

evaluation

emotions

cognition

Analysis of Electricity Usage for Domestic Heating Based on an Air-to-Water Heat Pump in a Real World Context

Tabatabaei, S. & Treur, J., 2015, 2nd International Congress on Energy Efficiency and Energy Related Materials (ENEFM2014). Springer, p. 587-596

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Open Access

File

Analysis of the Performance a PV System Based on Empirical Data in a Real World Context

Tabatabaei, S. & Treur, J., 2015, 2nd International Congress on Energy Efficiency and Energy Related Materials (ENEFM2014). Springer, p. 429-440

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Open Access

File

A Neurologically Inspired Model of the Dynamics of Situation Awareness Under Biased Perception

Thilakarathne, D. J., 2015, In : Lecture Notes in Computer Science. 9101, p. 84-94

Research output: Contribution to Journal › Article › Academic › peer-review

Situation Awareness

Biased

Aviation

Bottom-up

Model

An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care.

van Breda, W. R. J., Hoogendoorn, M., Eiben, A. E. & Berking, M., 2015, In : Lecture Notes in Computer Science. 9105, p. 148-152

Research output: Contribution to Journal › Article › Academic › peer-review

A Parameter Estimation Method for Dynamic Computational Cognitive Models

Thilakarathne, D. J., 2015, 6th Annual International Conference on Biologically Inspired Cognitive Architectures. Lyon, France: Elsevier, p. 133-142

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Parameter estimation

Particle swarm optimization (PSO)

Time series

Are Aggressive Agents as Scary as Aggressive Humans?

Blankendaal, R. A. M., Bosse, T., Gerritsen, C., de Jong, T. & de Man, J., 2015, Proceedings of the Fourteenth International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS'15. ACM Press, p. 553-561

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Comparative Evaluation of Different Computational Models for Performance of Air Source Heat Pumps Based on Real World Data

Tabatabaei, S. A., Treur, J. & Waumans, E., 2015, In : Energy Procedia. 95, p. 459-466 8 p.

Research output: Contribution to Journal › Article › Academic › peer-review

Open Access

Air source heat pumps

Pumps

Decision making

Heating

Hot Temperature

Computational cognitive modelling of action awareness: prior and retrospective

Thilakarathne, D. J. & Treur, J., 2015, In : Brain informatics. 2, p. 77.-106 30 p.

Research output: Contribution to Journal › Article › Academic › peer-review

Open Access

Continuous digital health

Van Halteren, A. & Gay, V., 1 Jul 2015, In : IEEE Internet Computing. 19, 4, p. 8-9 2 p., 7131408.

Research output: Contribution to Journal › Review article › Academic › peer-review

Health

Smartphones

Interoperability

Internet

Feedback

Data Mining to Identify Fraud Suspected on Electronic Elections

Poloni, Y. T. & Formolo, D., 10 Aug 2015, Proceedings - 2015 9th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2015. Institute of Electrical and Electronics Engineers, Inc., p. 19-23 5 p. 7185160

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

fraud

Data mining

election

electronics

auditing

Declarative Temporal Modelling for Analysis of Socio-Technical Organisations: A Comparative Study

Mogles, N., Padget, J. & Bosse, T., 2015, Proceedings of the International Workshop on Coordination, Organisation, Institutions and Norms in Multi-Agent Systems, COIN@IJCAI'15.

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Emotions as a Vehicle for Rationality: Rational Decision Making Models Based on Emotion-Related Valuing and Hebbian Learning

Treur, J. & Umair, M., 2015, In : Biologically Inspired Cognitive Architectures. 14, p. 40-56

Research output: Contribution to Journal › Article › Academic › peer-review

Open Access

Decision Making

Emotions

Decision making

Learning

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 Journal › Article › Academic › peer-review

Open Access

File

Health