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Ontology-based Semantic Similarity in Generating Context-aware Collaborator Recommendations

Li, Siying; Abel, Marie-Helene; Negre, Elsa (2021), Ontology-based Semantic Similarity in Generating Context-aware Collaborator Recommendations, in Shen, Weiming; Barthès, Jean-Paul; Luo, Junzhou; Shi, Yanjun; Zhang, Jinghui, 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), IEEE - Institute of Electrical and Electronics Engineers : Piscataway, NJ, p. 751-756. 10.1109/CSCWD49262.2021.9437647

Type
Communication / Conférence
Date
2021
Conference title
2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
Conference date
2021-05
Conference city
Dalian
Conference country
China
Book title
2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
Book author
Shen, Weiming; Barthès, Jean-Paul; Luo, Junzhou; Shi, Yanjun; Zhang, Jinghui
Publisher
IEEE - Institute of Electrical and Electronics Engineers
Published in
Piscataway, NJ
ISBN
978-1-7281-6597-4
Pages
751-756
Publication identifier
10.1109/CSCWD49262.2021.9437647
Metadata
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Author(s)
Li, Siying
Abel, Marie-Helene
Negre, Elsa
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Abstract (EN)
Nowadays, the number of collaborative tools has increased significantly. This makes it difficult for users to find the collaborators that are most relevant to their needs among these tools. Besides, their needs can also be influenced by the context of collaboration (e.g., workplace, tools, and resources). This raises an issue: how to help users find their collaborators within the collaboration context. In our research, we propose an ontology-based semantic similarity and employ it in a collaboration context ontology to generate context-aware collaborator recommendations for users. In this paper, we present how to calculate and apply the semantic similarity in context-aware recommendation algorithms.
Subjects / Keywords
Ontology-based semantic similarity; Context-aware recommendations; Collaborator; Collaboration context

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    Analyzing Performances of Three Context-Aware Collaborator Recommendation Algorithms in Terms of Accuracy and Time Efficiency 
    Li, Siying; Abel, Marie-Hélène; Negre, Elsa (2021) Communication / Conférence
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    Towards a collaboration context ontology 
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    Li, Siying; Abel, Marie-Hélène; Negre, Elsa (2022) Article accepté pour publication ou publié
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    Li, Siying; Abel, Marie-Hélène; Negre, Elsa (2019) Communication / Conférence
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