User Interaction Templates for the Design of Lifelogging Systems

A variety of life-tracking devices are being created to give opportunity to track our daily lives accurately and automatically through the application of sensing technologies. Technology allows us to automatically and passively record life activities in previously unimaginable detail, in a process called lifelogging. Captured materials may include text, photos/video, audio, location, Bluetooth logs and information from many other sensing modalities, all captured automatically by wearable sensors. Experience suggests that it can be overwhelming and impractical to manually scan through the full contents of these lifelogs. A promising approach is to apply visualization to large-scale data-driven lifelogs as a means of abstracting and summarizing information. In this chapter, we outline various UI templates that support different visualization schemes.

[1]  Alan F. Smeaton,et al.  Combining image descriptors to effectively retrieve events from visual lifelogs , 2008, MIR '08.

[2]  Desmond Elliott,et al.  An architecture for life-long user modelling , 2009 .

[3]  T. Mcconnell,et al.  Measuring energy expenditure in cardiac patients using the Body Media Armband versus indirect calorimetry. A validation study. , 2004, The Journal of sports medicine and physical fitness.

[4]  Marielba Zacarias,et al.  Human-Computer Interaction: The Agency Perspective , 2012, Studies in Computational Intelligence.

[5]  Deborah Estrin,et al.  A framework for data quality and feedback in participatory sensing , 2007, SenSys '07.

[6]  Katina Michael,et al.  The Emerging Ethics of Humancentric GPS Tracking and Monitoring , 2006, 2006 International Conference on Mobile Business.

[7]  Ben Shneiderman,et al.  The eyes have it: a task by data type taxonomy for information visualizations , 1996, Proceedings 1996 IEEE Symposium on Visual Languages.

[8]  Mor Naaman,et al.  Generating diverse and representative image search results for landmarks , 2008, WWW.

[9]  Steve Hodges,et al.  Neuropsychological Rehabilitation , 2013 .

[10]  S. Cherry,et al.  Total recall [life recording software] , 2005, IEEE Spectrum.

[11]  Shahram Izadi,et al.  SenseCam: A Retrospective Memory Aid , 2006, UbiComp.

[12]  K. O’Hara,et al.  Lifelogging: Privacy and empowerment with memories for life , 2008 .

[13]  Marcel J. T. Reinders,et al.  Using flickr geotags to predict user travel behaviour , 2010, SIGIR.

[14]  Alan F. Smeaton,et al.  Three years of SenseCam images - observations on cued recall , 2009 .

[15]  J. Forlizzi,et al.  Intelligent assistive technology applications to dementia care: current capabilities, limitations, and future challenges. , 2009, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.

[16]  S. Hofmann,et al.  Why Do People Use Facebook? , 2012, Personality and individual differences.

[17]  A. Owen,et al.  The neural basis of effective memory therapy in a patient with limbic encephalitis , 2009, Journal of Neurology Neurosurgery & Psychiatry.

[18]  S. Brophy,et al.  Interventions for latent autoimmune diabetes (LADA) in adults. , 2011, The Cochrane database of systematic reviews.

[19]  Jarke J. van Wijk,et al.  Squarified Treemaps , 2000, VisSym.

[20]  A. Spector,et al.  Reminiscence therapy for dementia. , 2000, The Cochrane database of systematic reviews.

[21]  Gordon Bell,et al.  MyLifeBits: a personal database for everything , 2006, CACM.

[22]  Alan F. Smeaton,et al.  SenseCam intervention based on Cognitive Stimulation Therapy framework for early-stage dementia , 2011, 2011 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops.

[23]  Charles M. Bishop,et al.  Novel GPS tracking of sea turtles as a tool for conservation management , 2007 .

[24]  Ling Liu,et al.  Protecting Location Privacy with Personalized k-Anonymity: Architecture and Algorithms , 2008, IEEE Transactions on Mobile Computing.

[25]  Henri Weimerskirch,et al.  GPS Tracking of Foraging Albatrosses , 2002, Science.

[26]  Jane Bates,et al.  Total recall. , 2009, Nursing standard (Royal College of Nursing (Great Britain) : 1987).

[27]  Heather J. Ruskin,et al.  Multiscaled Cross-Correlation Dynamics on SenseCam Lifelogged Images , 2013, MMM.

[28]  Martin Tomitsch,et al.  A framework for long-term archiving of pervasive device information , 2011, MoMM '11.

[29]  Antonio Rizzo,et al.  Aesthetics in Data Visualization: Case Studies and Design Issues , 2014 .

[30]  Aiden R. Doherty,et al.  Automatic structuring and augmentation of a lifelog of images , 2007 .

[31]  Michael Rohs,et al.  Body, movement, gesture & tactility in interaction with mobile devices , 2011, Mobile HCI.

[32]  Weidong Huang,et al.  Innovative Approaches of Data Visualization and Visual Analytics , 2013 .

[33]  B. Ainsworth,et al.  Estimation of energy expenditure using CSA accelerometers at hip and wrist sites. , 2000, Medicine and science in sports and exercise.

[34]  Sahin Albayrak,et al.  Continuous and non-intrusive identity verification in real-time environments based on free-text keystroke dynamics , 2011, 2011 International Joint Conference on Biometrics (IJCB).

[35]  Sriram Subramanian,et al.  Kick: investigating the use of kick gestures for mobile interactions , 2011, Mobile HCI.

[36]  G. VandenBos.  APA dictionary of psychology , 2007 .

[37]  Alan F. Smeaton,et al.  A Real-Time Life Experience Logging Tool , 2012, MMM.

[38]  Steffen Staab,et al.  Proceedings of the 3rd International Conference on Semantic and Digital Media Technologies: Semantic Multimedia , 2008 .

[39]  B. Marx.  The Visual Display of Quantitative Information , 1985 .

[40]  Gerald Friedland,et al.  Cybercasing the Joint: On the Privacy Implications of Geo-Tagging , 2010, HotSec.

[41]  Marc Langheinrich,et al.  Proceedings of the 12th ACM international conference on Ubiquitous computing , 2010, Ubicomp 2010.

[42]  Vaiva Kalnikaité,et al.  Synergetic Recollection: How to Design Lifelogging Tools That Help Locate the Right Information , 2012, Human-Computer Interaction: The Agency Perspective.

[43]  Katalin Pauly-Takacs,et al.  SenseCam as a rehabilitation tool in a child with anterograde amnesia , 2011, Memory.

[44]  Alan F. Smeaton,et al.  Experiences of Aiding Autobiographical Memory Using the SenseCam , 2012, Hum. Comput. Interact..

[45]  L Pittiglio,et al.  Use of reminiscence therapy in patients with Alzheimer's disease. , 2000, Lippincott's case management : managing the process of patient care.

[46]  Stephen S. Intille,et al.  Using wearable activity type detection to improve physical activity energy expenditure estimation , 2010, UbiComp.

[47]  J. Webster,et al.  Estimation of energy expenditure by a portable accelerometer. , 1983, Medicine and science in sports and exercise.

[48]  Cathal Gurrin,et al.  A survey on life logging data capturing , 2012 .

[49]  Jun Rekimoto,et al.  Sensonomy: Envisioning Folksonomic Urban Sensing , 2008 .

[50]  Alex Pentland,et al.  Social fMRI: Investigating and shaping social mechanisms in the real world , 2011, Pervasive Mob. Comput..

[51]  Alan F. Smeaton,et al.  Validating the Detection of Everyday Concepts in Visual Lifelogs , 2008, SAMT.

[52]  Paul Dourish,et al.  Proceedings of the 8th international conference on Ubiquitous Computing , 2006 .