Integration and exploration of connected personal digital traces

Varvara Kalokyri, Alexander Borgida, Amélie Marian, Daniela Vianna

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Abstract

A large number of personal digital traces is constantly generated or available online from a variety of sources, such as social media, calendars, purchase history, etc. These personal data traces are fragmented and highly heterogeneous, raising the need for an integrated view of the user's activities. Prior research in Personal Information Management focused mostly on creating a static model of the world (objects and their relationships). We argue that a dynamic world view is also helpful for making sense of collections of related personal documents, and propose a partial solution based on scripts - a theoretically well-founded idea in AI and Cognitive Science. Scripts are stereotypical hierarchical plans for everyday activities, involving interactions between mostly social agents. We augment these with hints of the digital traces that they can leave. By connecting Personal Digital Traces through scripts, we can build an episodic view of users' digital memories, which allow users to explore related events and actions in an integrated way. The paper uses the Eating-Out script for illustration, and ends with a report on the results of a case-study of applying a prototype implementation on real user data.

Original languageEnglish (US)
Title of host publicationProceedings of the ExploreDB 2017
PublisherAssociation for Computing Machinery, Inc
ISBN (Electronic)9781450346740
DOIs
StatePublished - May 14 2017
Event4th International Workshop on Exploratory Search in Databases and the Web, ExploreDB 2017 - Chicago, United States
Duration: May 14 2017May 19 2017

Publication series

NameProceedings of the ExploreDB 2017

Other

Other4th International Workshop on Exploratory Search in Databases and the Web, ExploreDB 2017
Country/TerritoryUnited States
CityChicago
Period5/14/175/19/17

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Information Systems

Fingerprint

Dive into the research topics of 'Integration and exploration of connected personal digital traces'. Together they form a unique fingerprint.

Cite this