'Movie Recommendation Systems Using An Artificial Immune System'
We apply the Artificial Immune System (AIS)technology to the collaborative Filtering (CF)technology when we build the movie recommendation system. Two different affinity measure algorithms of AIS, Kendall tau and Weighted Kappa, are used to calculate the correlation coefficients for this movie recom...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2004
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| Online Access: | https://eprints.nottingham.ac.uk/273/ |
| _version_ | 1848790384281387008 |
|---|---|
| author | Chen, Qi Aickelin, Uwe |
| author_facet | Chen, Qi Aickelin, Uwe |
| author_sort | Chen, Qi |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | We apply the Artificial Immune System (AIS)technology to the collaborative Filtering (CF)technology when we build the movie recommendation system. Two different affinity measure algorithms of AIS, Kendall tau and Weighted Kappa, are used to calculate the correlation coefficients for this movie recommendation system. From the testing we think that Weighted Kappa is more suitable than Kendall tau for movie problems. |
| first_indexed | 2025-11-14T18:11:45Z |
| format | Conference or Workshop Item |
| id | nottingham-273 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T18:11:45Z |
| publishDate | 2004 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-2732021-05-31T14:47:44Z https://eprints.nottingham.ac.uk/273/ 'Movie Recommendation Systems Using An Artificial Immune System' Chen, Qi Aickelin, Uwe We apply the Artificial Immune System (AIS)technology to the collaborative Filtering (CF)technology when we build the movie recommendation system. Two different affinity measure algorithms of AIS, Kendall tau and Weighted Kappa, are used to calculate the correlation coefficients for this movie recommendation system. From the testing we think that Weighted Kappa is more suitable than Kendall tau for movie problems. 2004 Conference or Workshop Item PeerReviewed application/pdf en https://eprints.nottingham.ac.uk/273/1/04acdm_qi.pdf Chen, Qi and Aickelin, Uwe (2004) 'Movie Recommendation Systems Using An Artificial Immune System'. In: 6th International Conference in Adaptive Computing in Design and Manufacture, 2004, Bristol, UK. |
| spellingShingle | Chen, Qi Aickelin, Uwe 'Movie Recommendation Systems Using An Artificial Immune System' |
| title | 'Movie Recommendation Systems Using An Artificial Immune System' |
| title_full | 'Movie Recommendation Systems Using An Artificial Immune System' |
| title_fullStr | 'Movie Recommendation Systems Using An Artificial Immune System' |
| title_full_unstemmed | 'Movie Recommendation Systems Using An Artificial Immune System' |
| title_short | 'Movie Recommendation Systems Using An Artificial Immune System' |
| title_sort | 'movie recommendation systems using an artificial immune system' |
| url | https://eprints.nottingham.ac.uk/273/ |