How to Effectively Make and Use Knowledge Graphs Through Collaborative Activities: A Socio-Technical Perspective - Advances in Information and Communication Technology Access content directly
Conference Papers Year : 2020

How to Effectively Make and Use Knowledge Graphs Through Collaborative Activities: A Socio-Technical Perspective

Yanan Gao
  • Function : Author
  • PersonId : 1154269
Xiyan Lv
  • Function : Author
  • PersonId : 1051204
Wenchi Ying
  • Function : Author
  • PersonId : 1064850

Abstract

Knowledge graphs (KG) as emerging technology contribute to knowledge networking and efficient knowledge collaboration. Sound knowledge about why organizations should develop KGs and how they can make and use KG is the key to success. However, the organized work on the Make and Use of KG can be perceived as another kind of highly collaborative activities between organizations, people, machines and systems, which received few attentions in research. Thus, we adopt socio-technical systems (STS) perspective to review, practice and study how to effectively make and use KGs through collaborative activities. This study reveals a collaborative-activity framework of KG’s Make and Use and corresponding collaborative mechanisms, which may contribute to the existing literature of KG/AI, knowledge collaborative networks and STS. Organizations can use this framework to develop their own domain-specific KG and KG-based information.
Fichier principal
Vignette du fichier
497530_1_En_15_Chapter.pdf (476.92 Ko) Télécharger le fichier
Origin : Files produced by the author(s)

Dates and versions

hal-03745810 , version 1 (04-08-2022)

Licence

Attribution

Identifiers

Cite

Yanan Gao, Xiyan Lv, Wenchi Ying. How to Effectively Make and Use Knowledge Graphs Through Collaborative Activities: A Socio-Technical Perspective. 21th Working Conference on Virtual Enterprises (PRO-VE), Nov 2020, Valencia, Spain. pp.177-187, ⟨10.1007/978-3-030-62412-5_15⟩. ⟨hal-03745810⟩
17 View
49 Download

Altmetric

Share

Gmail Facebook X LinkedIn More