Teammate Invitation Networks: The Roles of Recommender Systems and Prior Collaboration in Team Assembly.
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In this paper, the authors extend Hinds et al.'s (2000) influential model of team member selection by incorporating online recommender systems, and show that the invitation network is predicted by online recommendations, beyond previously established effects of prior collaboration/familiarity, skills/competence, and homophily.About:
This article is published in Social Networks.The article was published on 2022-01-01 and is currently open access. It has received 6 citations till now. The article focuses on the topics: Homophily & Recommender system.read more
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Directed collaboration patterns in funded teams: A perspective of knowledge flow
TL;DR: In this paper , the authors proposed a project-based team identification approach, which gives particular attention to funded teams and detected recurring and significant subgraph patterns, known as network motifs, and underrepresented patterns known as anti-motifs.
Journal ArticleDOI
The rise of people analytics and the future of organizational research
TL;DR: In this paper , the emerging field of people analytics and new organizational phenomena that accompany the use of data and algorithms are described, ranging from decision-making processes and work procedures, to communication and collaboration, to attempts to monitor and control employees.
Book ChapterDOI
Recommendation Algorithm Based on Product Category Path
TL;DR: In this paper , the similarity of goods is calculated by the combination of TF-IDF and Jaccard similarity coefficient, so as to infer the list of goods recommended to users.
Journal ArticleDOI
Positioning in a collaboration network and performance in competitions: a case study of Kaggle
TL;DR: In this paper , the authors investigate how the number of collaborations, membership in the largest connected component in the network, and diversity of collaboration experiences impact the points and medals earned and how quickly competitors earn their first medal.
Journal ArticleDOI
Study of travellers’ preferences towards travel offer categories and incentives in the journey planning context
TL;DR: In this paper , the authors provided some valuable hints to journey planner developers on how to define and prioritise the travel offer categories and incentives to meet the travellers' expectations, which underlines the importance of personalised recommendations in journey planners.
References
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Journal ArticleDOI
The Strength of Weak Ties
TL;DR: In this paper, it is argued that the degree of overlap of two individuals' friendship networks varies directly with the strength of their tie to one another, and the impact of this principle on diffusion of influence and information, mobility opportunity, and community organization is explored.
Journal ArticleDOI
Birds of a Feather: Homophily in Social Networks
TL;DR: The homophily principle as mentioned in this paper states that similarity breeds connection, and that people's personal networks are homogeneous with regard to many sociodemographic, behavioral, and intrapersonal characteristics.
Book
Men and Women of the Corporation
TL;DR: Men and Women of the Corporation: The Population, Industrial Supply Corporation: Setting Roles And Images as discussed by the authors, Men and women of the corporation: The population, the setting roles and images, the players and the stage.
Proceedings ArticleDOI
GroupLens: an open architecture for collaborative filtering of netnews
TL;DR: GroupLens is a system for collaborative filtering of netnews, to help people find articles they will like in the huge stream of available articles, and protect their privacy by entering ratings under pseudonyms, without reducing the effectiveness of the score prediction.