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Publications

2019


N. van Berkel, S. Hosio, B. Tag, J. Goncalves, "Capturing Contextual Morality: Applying Game Theory on Smartphones", in Adjunct Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’19 Adj.), 2019. [pdf] [doi]

N. van Berkel, J. Goncalves, P. Koval, S. Hosio, T. Dingler, D. Ferreira, V. Kostakos, "Context-Informed Scheduling and Analysis: Improving Accuracy of Mobile Self-Reports", in Proceedings of ACM SIGCHI Conference on Human Factors in Computing Systems (CHI ‘19), 2019, 51:1-51:12. [pdf] [doi]

A. Visuri, N. van Berkel, T. Okoshi, J. Goncalves, V. Kostakos, "Understanding Smartphone Notifications’ User Interactions and Content Importance", International Journal of Human-Computer Studies, vol. 128, 2019, 72-85. [pdf] [doi]

S. Hosio, N. van Berkel, J. Oppenlaender, J. Goncalves, "Crowdsourcing Personalized Weight Loss Diets", IEEE Computer, 2019, to appear.

J. Goncalves, S. Hosio, N. van Berkel, S. Klakegg, "Addressing Cooperation Issues in Situated Crowdsourcing", In book: Macrotask Crowdsourcing: Engaging the Crowds to Address Complex Problems, V. Khan, K. Papangelis, I. Lykourentzou, P. Markopoulos (Eds.), 2019, to appear.

Z. Sarsenbayeva, N. van Berkel, D. Hettiachchi, W. Jiang, T. Dingler, E. Velloso, V. Kostakos, J. Goncalves, "Measuring the Effects of Stress on Mobile Interaction", in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol. 3, no. 1, 2019, 24:1-24:18. [pdf] [doi]

S. Hosio, A. Alorwu, N. van Berkel, M. Bordallo, M. Seetharaman, J. Oppenlaender, J. Goncalves, "Fueling AI with Public Displays? A Feasibility Study of Collecting Biometrically Tagged Consensual Data on a University Campus", in Proceedings of the ACM International Symposium on Pervasive Displays (PerDis ‘19), 2019, to appear. [pdf]

D. Hettiachchi, N. van Berkel, S. Hosio, V. Kostakos, J. Goncalves, "Effect of Cognitive Abilities on Crowdsourcing Task Performance", in Proceedings of the 17th IFIP TC.13 International Conference on Human-Computer Interaction (INTERACT‘19), 2019, to appear. [pdf]

Z. Sarsenbayeva, N. van Berkel, W. Jiang, D. Hettiachchi, V. Kostakos, J. Goncalves, "Effect of Ambient Light on Mobile Interaction", in Proceedings of the 17th IFIP TC.13 International Conference on Human-Computer Interaction (INTERACT‘19), 2019, to appear. [pdf]

N. van Berkel, J. Goncalves, L. Lovén, D. Ferreira, S. Hosio, V. Kostakos, "Effect of Experience Sampling Schedules on Response Rate and Recall Accuracy of Objective Self-Reports", International Journal of Human-Computer Studies, vol. 125, 2019, 118-128. [pdf] [doi]

N. van Berkel, J. Goncalves, B. Tag, S. Hosio, "Contextual Morality for Human-Centered Machine Learning", in Adjunct Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI’19 EA), 2019, 1-4. [pdf]

D. Hettiachchi, N. van Berkel, T. Dingler, F. Allison, V. Kostakos, J. Goncalves, "Enabling Creative Crowd Work through Smart Speakers", in Adjunct Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI’19 EA), 2019, 1-5. [pdf]

C. Luo, A. Visuri, S. Klakegg, N. van Berkel, Z. Sarsenbayeva, A. Möttönen, J. Goncalves, T. Anagnostopoulos, D. Ferreira, H. Flores, E. Velloso, V. Kostakos, "Energy-Efficient Prediction of Smartphone Unlocking", Personal and Ubiquitous Computing, vol. 23, no. 1, 2019, 159-177. [pdf] [doi]

J. Liono, F. D. Salim, N. van Berkel, V. Kostakos, A. K. Qin, "Improving Experience Sampling with Multi-view User-driven Annotation Prediction", in Proceedings of IEEE International Conference on Pervasive Computing and Communications (PerCom ‘19), 2019, 22-32. [pdf]

2018


S. Hosio, J. Karppinen, N. van Berkel, J. Oppenlaender, J. Goncalves, "Mobile Decision Support and Data Provisioning for Low Back Pain", IEEE Computer, vol. 51, no. 8, 2018, 34-43. [pdf] [doi]

Z. Sarsenbayeva, N. van Berkel, V. Kostakos, E. Velloso, J. Goncalves, "Effect of Distinct Ambient Noise Types on Mobile Interaction", in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol. 2, no. 2, 2018, 82:1-82:23. [pdf] [doi]

N. van Berkel, M. Budde, S. Wijenayake, J. Goncalves, "Improving Accuracy in Mobile Human Contributions: An Overview", in Adjunct Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’18 Adj.), 2018, 594-599. [pdf] [doi]

W. Jiang, G. Marini, N. van Berkel, Z. Sarsenbayeva, X. He, T. Dingler, Y. Kawahara, V. Kostakos, "A Mobile Scanner for Probing Liquid Samples in Everyday Settings", in Adjunct Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’18 Adj.), 2018, 1172-1177. [pdf] [doi]

A. Visuri, K. Opoku Asare, E. Kuosmanen, Y. Nishiyama, D. Ferreira, Z. Sarsenbayeva, J. Goncalves, N. van Berkel, G. Wadley, V. Kostakos, S. Clinch, O. Matthews, S. Harper, A. Jenkins, S. Snow, m. c. schraefel, "Ubiquitous Mobile Sensing: Behaviour, Mood, and Environment", in Adjunct Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’18 Adj.), 2018, 1140-1143. [pdf] [doi]

N. van Berkel, S. Hosio, J. Goncalves, K. Wac, V. Kostakos, A. Cox, "MHC’18 – Workshop on Mobile Human Contributions: Opportunities and Challenges", in Adjunct Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’18 Adj.), 2018, 590-593. [pdf] [doi]

N. van Berkel, J. Vega, A. Kariryaa, E. C. Smith, Y. Yuan, "CHI 2018 – Conference Report", IEEE Pervasive Computing, vol. 17, no. 3, 2018, 58-63. [pdf] [doi]

P. Kostakos, A. Pandya, M. Oussalah, S. Hosio, C. Breidbach, V. Kostakos, N. van Berkel, "Correlating Refugee Border Crossings with Internet Search Data", in Proceedings of the International Conference on Information Reuse and Integration for Data Science (IEEE IRI’18), 2018, 264-268. [pdf] [doi]

S. Klakegg, J. Goncalves, C. Luo, A. Visuri, A. Popov, N. van Berkel, Z. Sarsenbayeva, V. Kostakos, S. Hosio, S. Savage, A. Bykov, I. Meglinski, D. Ferreira, "Assisted Medication Management in Elderly Care Using Miniaturised Near-Infrared Spectroscopy", in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol. 2, no. 2, 2018, 69:1-69:24. [pdf] [doi]

J. Goncalves, S. Klakegg, N. van Berkel, S. Hosio, "Facilitating Analysis of Big Data on Reddit via an Easy to Use Visualisation Tool", in Proceedings of the British Human Computer Interaction Conference (British HCI’18), 2018, 1-6. [pdf]

N. van Berkel, S. Hosio, J. Goncalves, V. Kostakos, "Informed Diet Selection: Increasing Food Literacy through Crowdsourcing", in Adjunct Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI’18 EA), 2018, International Workshop on Designing Recipes for Digital Food Futures, 1-2. [pdf]

S. Hosio, J. Karppinen, E. Takala, J. Takatalo, J. Goncalves, N. van Berkel, S. Konomi, V. Kostakos, "Crowdsourcing Treatments for Low Back Pain", in Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI’18), 2018, 276:1-276:12. [pdf] [doi]

S. Hosio, J. Goncalves, N. van Berkel, S. Klakegg, S. Konomi, V. Kostakos, "Facilitating Collocated Crowdsourcing on Situated Displays", Human–Computer Interaction, 2018, 1-37. [pdf] [doi]

2017


N. van Berkel, D. Ferreira and V. Kostakos, "The Experience Sampling Method on Mobile Devices", ACM Computing Surveys, vol. 50, no. 6, 2017, 93:1-93:40. [pdf] [doi]

Z. Sarsenbayeva, N. van Berkel, C. Luo, V. Kostakos, J. Goncalves, "Challenges of Situational Impairments during Interaction with Mobile Devices", in Proceedings of the Australian Conference on Human-Computer Interaction (OzCHI’17), 2017, 477-481. [pdf] [doi]

N. van Berkel, J. Goncalves, S. Hosio, V. Kostakos, "Gamification of Mobile Experience Sampling Improves Data Quality and Quantity", in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol. 1, no. 3, 2017, 107:1-107:21. [pdf] [doi]

Z. Sarsenbayeva, N. van Berkel, A. Visuri, S. Rissanen, H. Rintamaki, V. Kostakos, J. Goncalves, "Sensing Cold-Induced Situational Impairments in Mobile Interaction using Battery Temperature.", in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol. 1, no. 3, 2017, 98:1-98:9. [pdf] [doi]

J. Goncalves, S. Hosio, N. van Berkel, F. Ahmed, V. Kostakos, "CrowdPickUp: Crowdsourcing Task Pickup in the Wild", in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol. 1, no. 3, 2017, 51:1-51:22. [pdf] [doi]

S. Klakegg, N. van Berkel, A. Visuri, H. Huttunen, S. Hosio, C. Luo, J. Goncalves, D. Ferreira, "Designing a Context-Aware Assistive Infrastructure for Elderly Care", in Adjunct Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’17 Adj.), 2017, 563-568. [pdf] [doi]

Z. Sarsenbayeva, D. Ferreira, N. van Berkel, C. Luo, M. Vaisanen, V. Kostakos, J. Goncalves, "Vision-Based Happiness Inference: A Feasibility Case-Study", in Adjunct Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’17 Adj.), 2017, 494-499. [pdf] [doi]

A. Visuri, N. van Berkel, J. Goncalves, C. Luo, D. Ferreira, V. Kostakos, "Predicting Interruptibility for Manual Data Collection: A Cluster-Based User Model", in Proceedings of the International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI’17), 2017, Article 12. [pdf] [doi]

A. Visuri, N. van Berkel, C. Luo, J. Goncalves, D. Ferreira, V. Kostakos, "Challenges of Quantified-Self: Encouraging Self-Reported Data Logging During Recurrent Smartphone Usage", in Proceedings of the British Human Computer Interaction Conference (British HCI’17), 2017. [pdf]

S. Klakegg, N. van Berkel, A. Visuri, C. Luo, J. Goncalves, S. Hosio, H. Huttunen, D. Ferreira, "Informing Caregivers Through an Assistive Tool: An Investigation of Elderly Care Metrics", in Proceedings of the British Human Computer Interaction Conference (British HCI’17), 2017. [pdf]

S. Klakegg, J. Goncalves, N. van Berkel, C. Luo, S. Hosio, V. Kostakos, "Towards Commoditised Near Infrared Spectroscopy", in Proceedings of the ACM SIGCHI Conference on Designing Interactive Systems (DIS’17), 2017, 515-527. [pdf] [doi]

A. Visuri, Z. Sarsenbayeva, N. van Berkel, J. Goncalves, R. Rawassizadeh, V. Kostakos, D. Ferreira, "Quantifying Sources and Types of Smartwatch Usage Sessions", in Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI’17), 2017, 3569-3581. [pdf] [doi]

J. Goncalves, Z. Sarsenbayeva, N. van Berkel, S. Hosio, S. Rissanen, H. Rintamaki, V. Kostakos, "Tapping Task Performance on Smartphones in Cold Temperature", Interacting with Computers, vol. 29, no. 3, 2017, 355-367. [pdf] [doi]

2016


N. van Berkel, S. Kopytin, S. Hosio, J. Malmberg, H. Järvenoja, V. Kostakos, "Measuring Group Dynamics in an Elementary School Setting Using Mobile Devices", in Adjunct Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’16 Adj.), 2016, 652-656. [pdf] [doi]

S. Hosio, J. Goncalves, N. van Berkel, S. Klakegg, "Crowdsourcing Situated & Subjective Knowledge for Decision Support", in Adjunct Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’16 Adj.), 2016, 1478-1483. [pdf] [doi]

N. van Berkel, C. Luo, T. Anagnostopoulos, D. Ferreira, J. Goncalves, S. Hosio, V. Kostakos, "A Systematic Assessment of Smartphone Usage Gaps", in Proceedings of ACM SIGCHI Conference on Human Factors in Computing Systems (CHI’16), 2016, 4711-4721. [pdf] [doi]

S. Hosio, D. Ferreira, J. Goncalves, N. van Berkel, C. Luo, M. Ahmed, H. Flores, V. Kostakos, "Monetary Assessment of Battery Life on Smartphones", in Proceedings of ACM SIGCHI Conference on Human Factors in Computing Systems (CHI’16), 2016, 1869-1880. [pdf] [doi]

N. van Berkel, S. Hosio, T. Durkee, V. Carli, D. Wasserman, V. Kostakos, "Providing Patient Context to Mental Health Professionals Using Mobile Applications", in Adjunct Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI’16 EA), 2016, International Workshop on Computing and Mental Health, 1-4. [pdf] [doi]

G. V. Georgiev, M. Oja, I. Sanchez, M. Pyykkönen, T. Leppänen, J. Ylioja, N. van Berkel, J. Riekki, "Assessment of Relatedness to a Given Solution in 3D Fabrication and Prototyping Education", in Proceedings of the International Conference on Design Creativity (ICDC’16), 2016. [pdf]

2015


N. van Berkel, C. Luo, D. Ferreira, J. Goncalves, V. Kostakos, "The Curse of Quantified-Self: An Endless Quest for Answers", in Adjunct Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’15 Adj.), 2015, 973-978. [pdf] [doi]