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 language | English |
---|---|
Title of host publication | i-KNOW '15 |
Subtitle of host publication | Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business |
Editors | Harald Sack, Stefanie Lindstaedt, Tobias Ley |
Place of Publication | New York, NY |
Publisher | Association for Computing Machinery |
Number of pages | 8 |
ISBN (Print) | 978-1-4503-3721-2 |
DOIs | |
Publication status | Published - 21 Oct 2015 |
Externally published | Yes |
Event | 15th International Conference on Knowledge Technologies and Data-driven Business, i-KNOW 2015 - Graz, Austria Duration: 21 Oct 2015 → 22 Oct 2015 Conference number: 15th |
Publication series
Name | ACM International Conference Proceeding Series |
---|---|
Publisher | ACM |
Conference
Conference | 15th International Conference on Knowledge Technologies and Data-driven Business, i-KNOW 2015 |
---|---|
Abbreviated title | i-KNOW 2015 |
Country/Territory | Austria |
City | Graz |
Period | 21/10/15 → 22/10/15 |
Keywords
- Distributed cognition
- Informal learning
- Meaning making
- Service-oriented architecture
- Social semantic server
- Technology enhanced learning
- Workplace learning