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An Initial Homophily Indicator to Reinforce Context-Aware Semantic Computing

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Details

Original languageEnglish
Title of host publication7th International Conference on Computational Intelligence, Communication Systems and Networks (CICSyN)
Place of PublicationRiga
PublisherIEEE
Pages89-93
Number of pages5
ISBN (Print)9781467370165
DOIs
Publication statusPublished - 2015
Publication typeA4 Article in a conference publication
EventInternational Conference on Computational Intelligence, Communication Systems and Networks -
Duration: 1 Jan 1900 → …

Publication series

NameInternational Conference on Computational Intelligence, Communications and Networks

Conference

ConferenceInternational Conference on Computational Intelligence, Communication Systems and Networks
Abbreviated titleCICSyN
Period1/01/00 → …

Abstract

The vast increase of personal sensor information is driving the rise in popularity of context-aware applications. Users crave and very often expect tailored services that are based on the users’ context or personal preferences. The users themselves, using forms, often provide such information. An inference solution typically addresses this problem. In this paper, we present and show by way of a real-world example, the first step towards incorporating information of the user’s social networking behavior in the inference task. We define an initial indicator of a particular social phenomenon, called Homophily, and describe how the indicator measures the presence of homophily at certain moments, also capturing the degree to which it is present. Different from existing indicators, ours lends itself to indicating the presence of homophily in a way that is easier to comprehend, so that it may be easily integrated into and reinforce context-aware semantic computing.

Publication forum classification

Field of science, Statistics Finland

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