Workshop on Recommender Systems for Human Resources (RecSys in HR 2021)

Описание: RecSys 2021 The Workshop on Recommender Systems for Human Resources (RecSys in HR 2021) was co-located with the 15th ACM Conference on Recommender Systems (ACM RecSys 2021) in Amsterdam, the Netherlands. RecSys in HR was a full-day hybrid workshop held on Friday, October 1 2021 at the Amsterdam Conference Centre Beurs van Berlage.

Chapters:
0:00 Introduction by Toine Bogers
6:45 Keynote by Quirine Eijkman

Paper session 1
55:34 Quantifying and reducing imbalance in networks by Yoosof Mashayekhi
1:09:53 An Exploration of the Information Seeking Behavior of Recruiters by Toine Bogers

Paper session 2
1:26:29 Effectiveness of job title-based embeddings on résumé-to-job ad recommendation by Mesut Kaya
1:41:27 conSultantBERT: Fine-tuned Siamese Sentence-BERT for Matching Jobs and Job Seekers by Dor Lavi

1:55:09 Break-out session
2:12:13 Keynote by Kaare Danielsen

Paper session 3
2:50:16 Fair candidate ranking with spatial partitioning: Lessons from the SIOP ML competition by Robin Burke
3:04:16 Recommendations for Recruiters with Sentiment Detection by Ashish Lakhani
3:23:04 Responsible Data Management for Human Resources by Dimitrios Vogiatzis

3:38:33 Panel on challenges of HR tech with Kaare Danielsen, Christiaan Duijst, Gerd Goetschalckx, Krishnaram Kentapadi
3:38:44 Panel topic 1: EU framework on AI
3:50:44 Panel topic 2: Fair & inclusive HR Tech
4:06:36 Panel topic 3: Activating hidden workers

4:30:55 Closing by Francisco Gutierrez