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Skillrank: Towards a Hybrid Method to Assess Quality and Confidence of Professional Skills in Social Networks
Joint Authors
Colomo-Palacios, R.
Álvarez-Rodríguez, Jose María
Stantchev, Vladimir
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-06-16
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
The present paper introduces a hybrid technique to measure the expertise of users by analyzing their profiles and activities in social networks.
Currently, both job seekers and talent hunters are looking for new and innovative techniques to filter jobs and candidates where candidates are trying to improve and make their profiles more attractive.
In this sense, the Skillrank approach is based on the conjunction of existing and well-known information and expertise retrieval techniques that perfectly fit the existing web and social media environment to deliver an intelligent component to integrate the user context in the analysis of skills confidence.
A major outcome of this approach is that it actually takes advantage of existing data and information available on the web to perform both a ranked list of experts in a field and a confidence value for every professional skill.
Thus, expertise and experts can be detected, verified, and ranked using a suited trust metric.
An experiment to validate the Skillrank technique based on precision and recall metrics is also presented using two different datasets: (1) ad hoc created using real data from a professional social network and (2) real data extracted from the LinkedIn API.
American Psychological Association (APA)
Álvarez-Rodríguez, Jose María& Colomo-Palacios, R.& Stantchev, Vladimir. 2015. Skillrank: Towards a Hybrid Method to Assess Quality and Confidence of Professional Skills in Social Networks. Scientific Programming،Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1076539
Modern Language Association (MLA)
Álvarez-Rodríguez, Jose María…[et al.]. Skillrank: Towards a Hybrid Method to Assess Quality and Confidence of Professional Skills in Social Networks. Scientific Programming No. 2015 (2015), pp.1-13.
https://search.emarefa.net/detail/BIM-1076539
American Medical Association (AMA)
Álvarez-Rodríguez, Jose María& Colomo-Palacios, R.& Stantchev, Vladimir. Skillrank: Towards a Hybrid Method to Assess Quality and Confidence of Professional Skills in Social Networks. Scientific Programming. 2015. Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1076539
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1076539