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An Analysis Framework for Content-based Job Recommendation

Author(s)
Guo, Xingsheng  
Jerbi, Houssem  
O'Mahony, Michael P.  
Uri
http://hdl.handle.net/10197/6107
Date Issued
2014-09-29
Date Available
2014-10-22T14:16:06Z
Abstract
In this paper, we focus on the task of job recommendation. In particular, we consider several personalised content-based and case-based approaches to recommendation. We investigate a number of feature-based item representations, along with a variety of feature weighting schemes. A comparative evaluation of the various approaches is performed using a realworld, open source dataset.
Sponsorship
Science Foundation Ireland
Other Sponsorship
Insight Research Centre
Type of Material
Conference Publication
Copyright (Published Version)
2014 the Author
Subjects

Recommender Systems

Open data

Web versions
http://www.iccbr.org/iccbr14/
Language
English
Status of Item
Peer reviewed
Conference Details
22nd International Conference on Case-Based Reasoning (ICCBR), Cork, Ireland, 29 September - 01 October 2014
This item is made available under a Creative Commons License
https://creativecommons.org/licenses/by-nc-nd/3.0/ie/
File(s)
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insight_publication.pdf

Size

2.72 MB

Format

Adobe PDF

Checksum (MD5)

458b28689cee2614d773b5bf01c6bf96

Owning collection
Insight Research Collection

Item descriptive metadata is released under a CC-0 (public domain) license: https://creativecommons.org/public-domain/cc0/.
All other content is subject to copyright.

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