Digital Me: Controlling and Making Sense of My Digital Footprint
Loading...
Access rights
openAccess
Journal Title
Journal ISSN
Volume Title
A4 Artikkeli konferenssijulkaisussa
This publication is imported from Aalto University research portal.
View publication in the Research portal
View/Open full text file from the Research portal
View publication in the Research portal
View/Open full text file from the Research portal
Date
2017
Major/Subject
Mcode
Degree programme
Language
en
Pages
155-167
Series
Symbiotic Interaction, Lecture Notes in Computer Science, Volume 9961
Abstract
Our lives are getting increasingly digital; much of our personal interactions are digitally mediated. A side effect of this is a growing digital footprint, as every action is logged and stored. This data can be very powerful, e.g., a person’s actions can be predicted, and deeply personal information mined. Hence, the question of who controls the digital footprint is becoming a pressing technological and social issue. We believe that the solution lies in human-centric personal data, i.e., the individuals themselves should control their own data. We claim that in order for human-centric data management to work, the individual must be supported in understanding their data. This paper introduces a personal data storage system Digital Me (DiMe). We describe the design and implementation of DiMe, and how we use state-of-the-art machine learning for visualisation and interactive modelling of the personal data. We outline several applications that can be built on top of DiMe.Description
Keywords
Personal data management, Human-centric personal data, Knowledge work, Text analysis, Distributed representations, Interactive machine learning
Other note
Citation
Sjöberg, M, Chen, H-H, Floreen, P, Koskela, M, Kuikkaniemi, K, Lehtiniemi, T & Peltonen, J 2017, Digital Me : Controlling and Making Sense of My Digital Footprint . in L Gamberini, A Spagnolli, G Jacucci, B Blankertz & J Freeman (eds), Symbiotic Interaction : 5th International Workshop, Symbiotic 2016, Padua, Italy, September 29–30, 2016, Revised Selected Papers . Lecture Notes in Computer Science, vol. 9961, Springer, Cham, pp. 155-167, International Workshop on Symbiotic Interaction, Padova, Italy, 29/09/2016 . https://doi.org/10.1007/978-3-319-57753-1_14
