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2020 | OriginalPaper | Chapter

Chatbots as a Job Candidate Evaluation Tool

Short Paper

Authors : Andrei-Ionuț Carțiș, Dan Mircea Suciu

Published in: On the Move to Meaningful Internet Systems: OTM 2019 Workshops

Publisher: Springer International Publishing

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Abstract

Nowadays there is a constant interest in solving the problem of recruiting new personal in a constantly changing environment, while reducing the time invested into the process. We propose a solution that uses an intelligent chatbot which drives the screening interview. The users (job candidates) will feel like they talk to a real person and not just filling a simple webform for another job interview. At the same time, the chatbot can evaluate the data provided by users and score them through a sentiment analysis algorithm based on IBM Watson Personality Insights service. Our solution is meant to replace the first step in the interviewing process and to automatically elaborate a job candidate profile.

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Literature
1.
go back to reference Asendorpf, J.B.: Head-to-head comparison of the predictive validity of personality types and dimensions. Eur. J. Pers. 17, 327–346 (2003)CrossRef Asendorpf, J.B.: Head-to-head comparison of the predictive validity of personality types and dimensions. Eur. J. Pers. 17, 327–346 (2003)CrossRef
3.
go back to reference Garimella, U., Paruchuri, P.: (HR)^2: An Agent for Helping HR with Recruitment, Agent Technologies and Systems (2015) Garimella, U., Paruchuri, P.: (HR)^2: An Agent for Helping HR with Recruitment, Agent Technologies and Systems (2015)
4.
go back to reference Gliozzo, A., et al.: Building Cognitive Applications with IBM Watson Services: vol. 1 Getting Started, IBM Redbooks (2017) Gliozzo, A., et al.: Building Cognitive Applications with IBM Watson Services: vol. 1 Getting Started, IBM Redbooks (2017)
5.
go back to reference Gobbi, F.: The Future of Chatbots: ROI, Customer Loyalty, and Revenues, AIExpo (2017) Gobbi, F.: The Future of Chatbots: ROI, Customer Loyalty, and Revenues, AIExpo (2017)
6.
go back to reference Irwin, P.: What’s the Turing Test and Which AI Passes It? The Stanford Encyclopedia of Philosophy (2017) Irwin, P.: What’s the Turing Test and Which AI Passes It? The Stanford Encyclopedia of Philosophy (2017)
7.
go back to reference Mayo, J.: Bot Framework – A Multiplatform Approach to Building Chatbots, Pearson Education Inc., (2017) Mayo, J.: Bot Framework – A Multiplatform Approach to Building Chatbots, Pearson Education Inc., (2017)
8.
go back to reference McCrea, R.R., John, O.P.: He introduction to the five-factor model and its applications. J. Pers. 60(2), 175–215 (1992)CrossRef McCrea, R.R., John, O.P.: He introduction to the five-factor model and its applications. J. Pers. 60(2), 175–215 (1992)CrossRef
9.
go back to reference Nasukawa, T., Yi, J.: Sentiment analysis: capturing favorability using natural language processing. In: K-CAP 2003 Proceedings of the 2nd International Conference on Knowledge Capture, pp. 70–77 (2003) Nasukawa, T., Yi, J.: Sentiment analysis: capturing favorability using natural language processing. In: K-CAP 2003 Proceedings of the 2nd International Conference on Knowledge Capture, pp. 70–77 (2003)
10.
go back to reference Schooley, R.: Why Soft Skills Missing in Today’s Applicants, Murray State Theses (2017) Schooley, R.: Why Soft Skills Missing in Today’s Applicants, Murray State Theses (2017)
11.
go back to reference Schulz, B.: The Importance of Soft Skills: Education beyond academic knowledge. J. Lang. Commun. 2(1), 146–154 (2008) Schulz, B.: The Importance of Soft Skills: Education beyond academic knowledge. J. Lang. Commun. 2(1), 146–154 (2008)
12.
go back to reference Wardrip-Fruin, N.: Expressive Processing: Digital Fictions, Computer Games, and Software Studies. The MIT Press, Cambrige (2009) Wardrip-Fruin, N.: Expressive Processing: Digital Fictions, Computer Games, and Software Studies. The MIT Press, Cambrige (2009)
13.
go back to reference Williams, J., Kamal, E., Ashour, M., Amr, H., Miller, J., Zweig, G.: Fast and easy language understanding for dialog systems with microsoft language understanding intelligent service (LUIS). In: Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue, pp. 159–161 (2015) Williams, J., Kamal, E., Ashour, M., Amr, H., Miller, J., Zweig, G.: Fast and easy language understanding for dialog systems with microsoft language understanding intelligent service (LUIS). In: Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue, pp. 159–161 (2015)
Metadata
Title
Chatbots as a Job Candidate Evaluation Tool
Authors
Andrei-Ionuț Carțiș
Dan Mircea Suciu
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-40907-4_19

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