Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks
Author(s): Agarwal, ShivangTerrail, Jean Ogier DuJurie, Frédéric Abstract: Object detection-the computer vision task dealing with detecting instances of objects of a certain class (e.g., 'car', 'plane', etc.) in images-attracted a lot of attention from the community...
Effectiveness of interventions using self-monitoring to reduce sedentary behavior in adults: a systematic review and meta-analysis
Author(s): Sofie CompernolleAnn DeSmetLouise PoppeGeert CrombezIlse De BourdeaudhuijGreet CardonHidde P. van der Ploeg Delfien Van Dyck Abstract: Background Sedentary behavior occurs largely subconsciously, and thus specific behavior change techniques are needed to...
Information Literacy in Food and Activity Tracking Among Parkrunners, People With Type 2 Diabetes, and People With Irritable Bowel Syndrome: Exploratory Study
Author(s): Pamela McKinneyAndrew Martin CoxLaura Sbaffi Abstract: Background: The tracking, or logging, of food intake and physical activity is increasing among people, and as a result there is increasing evidence of a link to improvement in health and well-being....
Estimating the success of re-identifications in incomplete datasets using generative models
Author(s): Rocher, LucHendrickx, Julien M.de Montjoye, Yves-Alexandre Abstract: While rich medical, behavioral, and socio-demographic data are key to modern data-driven research, their collection and use raise legitimate privacy concerns. Anonymizing datasets through...
Data Aggregation as Social Relations: Making Datasets from Self-Tracking Data
Author(s): Dawn Nafus Abstract: Data aggregations are an under-acknowledged site of social relations. The social and technical specifics of how data aggregate are arenas for rich debates about how knowledge ought to be produced, and who should produce it. Consumer...
A federated EHR network data completeness tracking system
Author(s): Estiri, HosseinKlann, Jeffrey G.Weiler, Sarah R.Alema-Mensah, ErnestJoseph Applegate, R.Lozinski, GalinaPatibandla, NandanWei, KunAdams, William G.Natter, Marc D.Ofili, Elizabeth O.Ostasiewski, BrianQuarshie, AlexanderRosenthal, Gary E.Bernstam, Elmer...
Wearable Sleep Technology in Clinical and Research Settings
Author(s): DE ZAMBOTTI, MASSIMILIANO CELLINI, NICOLA GOLDSTONE, AIMÉE COLRAIN, IAN M. BAKER, FIONA C. Abstract: The accurate assessment of sleep is critical to better understand and evaluate its role in health and disease. The boom in wearable technology is part of...
I track, therefore I walk – Exploring the motivational costs of wearing activity trackers in actual users
Author(s): Attig, ChristianeFranke, Thomas Abstract: Personal quantification is one fundamental mechanism of gamification. Activity trackers constitute a prototypic case for studying the psychological dynamics of this mechanism. Despite their high potential to...
Personalized support for well-being at work: an overview of the SWELL project
Author(s): Kraaij, WesselVerberne, SuzanKoldijk, Saskiade Korte, Elsbethvan Dantzig, SaskiaSappelli, MayaShoaib, MuhammadBosems, StevenAchterkamp, ReinoudBonomi, AlbertoSchavemaker, JohnHulsebosch, BobWabeke, ThymenVollenbroek-Hutten, MiriamNeerincx, MarkSinderen,...
Rethinking Technologies for Behavior Change: A View from the Inside of Human Change
Author(s): Amon Rapp Maurizio Tirassa Lia Tirabeni Abstract: Human-Computer Interaction researchers are increasingly designing technologies aimed at supporting “behavior change.” The model of change, which most of these works embrace, focuses on the idea that change...