User Modeling and Personalization in the Microblogging Sphere

Gao, Qi

doi:10.4233/uuid:0b691916-b2d6-47a1-a637-d038319d7d7c

Cited by 1 publication

(1 citation statement)

References 93 publications

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“…The users' digital traces as a source of information to user modelling are used in a toolset for user profiling in the cybersecurity domain [13], a tool for assessing employee competencies [14], research on user modeling and personalization in the microblogging sphere [15], a method for personality prediction based on an analysis of users' activities in social networks [16], and in other approaches.…”

Section: Related Researchmentioning

confidence: 99%

User Ontology for Intelligent Decision Support Based on User Digital Life

Smirnov¹,

Levashova²

EPiC Series in Computing

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The research is aimed at the development of an ontology that classifies the users into user types based on which personalized decisions are recommended. A user type represents a category of users distinguished by common preferences and decision-making behaviours. The ontology is intended to be used in a decision support system implemented following an earlier proposed conceptual framework of intelligent decision support based on user digital life. The paper briefly introduces this framework and provides the formalization for main framework components. The major research result is a multi-aspect user ontology that models a user via three aspects: user profile, user segment, and user digital life model. Users’ digital traces is the framework’s component that provides information about the users to determine their types. Suggestions on ontology usage for intelligent decision recommendation are provided.

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Section: Related Researchmentioning

confidence: 99%

User Ontology for Intelligent Decision Support Based on User Digital Life

Smirnov¹,

Levashova²

EPiC Series in Computing

View full text Add to dashboard Cite

show abstract

User Modeling and Personalization in the Microblogging Sphere

Cited by 1 publication

References 93 publications

User Ontology for Intelligent Decision Support Based on User Digital Life

User Ontology for Intelligent Decision Support Based on User Digital Life

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