The social semantic server: A flexible framework to support informal learning at the workplace

Sebastian Dennerlein, Dominik Kowald, Elisabeth Lex, Dieter Theiler, Emanuel Lacic, Tobias Ley

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

6 Citations (Scopus)

Abstract

Informal learning at the workplace includes a multitude of processes. Respective activities can be categorized into mul-tiple perspectives on informal learning, such as reection, sensemaking, help seeking and maturing of collective knowl-edge. Each perspective raises requirements with respect to the technical support, this is why an integrated solution rely-ing on social, adaptive and semantic technologies is needed. In this paper, we present the Social Semantic Server, an ex-tensible, open-source application server that equips client-side tools with services to support and scale informal learn-ing at the workplace. More specifically, the Social Semantic Server semantically enriches social data that is created at the workplace in the context of user-to-user or user-artifact interactions. This enriched data can then in turn be ex-ploited in informal learning scenarios to, e.g., foster help seeking by recommending collaborators, resources, or ex-perts. Following the design-based research paradigm, the Social Semantic Server has been implemented based on de-sign principles, which were derived from theories such as Distributed Cognition and Meaning Making. We illustrate the applicability and e cacy of the Social Semantic Server in the light of three real-world applications that have been developed using its social semantic services. Furthermore, we report preliminary results of two user studies that have been carried out recently.

Original languageEnglish
Title of host publicationi-KNOW '15
Subtitle of host publicationProceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business
EditorsHarald Sack, Stefanie Lindstaedt, Tobias Ley
Place of PublicationNew York, NY
PublisherAssociation for Computing Machinery
Number of pages8
ISBN (Print)978-1-4503-3721-2
DOIs
Publication statusPublished - 21 Oct 2015
Externally publishedYes
Event15th International Conference on Knowledge Technologies and Data-driven Business, i-KNOW 2015 - Graz, Austria
Duration: 21 Oct 201522 Oct 2015
Conference number: 15th

Publication series

NameACM International Conference Proceeding Series
PublisherACM

Conference

Conference15th International Conference on Knowledge Technologies and Data-driven Business, i-KNOW 2015
Abbreviated titlei-KNOW 2015
Country/TerritoryAustria
CityGraz
Period21/10/1522/10/15

Keywords

  • Distributed cognition
  • Informal learning
  • Meaning making
  • Service-oriented architecture
  • Social semantic server
  • Technology enhanced learning
  • Workplace learning

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