{"id":"https://openalex.org/W2058292883","doi":"https://doi.org/10.1109/cscwd.2014.6846855","title":"Application of artificial immune systems combines collaborative filtering in movie recommendation system","display_name":"Application of artificial immune systems combines collaborative filtering in movie recommendation system","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2058292883","doi":"https://doi.org/10.1109/cscwd.2014.6846855","mag":"2058292883"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd.2014.6846855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2014.6846855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 IEEE 18th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024304140","display_name":"Al Den Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Al Den Chang","raw_affiliation_strings":["Department of Information Management, Yuan Ze University","Dept. of Inf. Manage., Yuan-Ze Univ., Chungli, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Yuan Ze University","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Dept. of Inf. Manage., Yuan-Ze Univ., Chungli, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016027392","display_name":"Jhen-Fu Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jhen-Fu Liao","raw_affiliation_strings":["Department of Information Management, Yuan Ze University","Dept. of Inf. Manage., Yuan-Ze Univ., Chungli, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Yuan Ze University","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Dept. of Inf. Manage., Yuan-Ze Univ., Chungli, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070519744","display_name":"Pei\u2010Chann Chang","orcid":"https://orcid.org/0000-0002-9900-3513"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pei-Chann Chang","raw_affiliation_strings":["Department of Information Management, Yuan Ze University","Dept. of Inf. Manage., Yuan-Ze Univ., Chungli, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Yuan Ze University","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Dept. of Inf. Manage., Yuan-Ze Univ., Chungli, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009442744","display_name":"Chin-Hung Teng","orcid":"https://orcid.org/0000-0002-2152-3359"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin-Hung Teng","raw_affiliation_strings":["Department of Information Communication","Dept. of Inf. Commun., Yuan Ze Univ., Jhongli, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Communication","institution_ids":[]},{"raw_affiliation_string":"Dept. of Inf. Commun., Yuan Ze Univ., Jhongli, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102849323","display_name":"Meng-Hui Chen","orcid":"https://orcid.org/0000-0001-9722-6070"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Meng-Hui Chen","raw_affiliation_strings":["Department of Information Management, Yuan Ze University","Dept. of Inf. Manage., Yuan-Ze Univ., Chungli, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Yuan Ze University","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Dept. of Inf. Manage., Yuan-Ze Univ., Chungli, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024304140"],"corresponding_institution_ids":["https://openalex.org/I99908691"],"apc_list":null,"apc_paid":null,"fwci":1.5778,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88006959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"125c","issue":null,"first_page":"277","last_page":"282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9591000080108643,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.958899974822998,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/movielens","display_name":"MovieLens","score":0.9874666929244995},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.8991183638572693},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.8563509583473206},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7787439823150635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7678719758987427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.554231584072113},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45284807682037354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4404464662075043},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3587988018989563}],"concepts":[{"id":"https://openalex.org/C2776156558","wikidata":"https://www.wikidata.org/wiki/Q4353746","display_name":"MovieLens","level":4,"score":0.9874666929244995},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.8991183638572693},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.8563509583473206},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7787439823150635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7678719758987427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.554231584072113},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45284807682037354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4404464662075043},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3587988018989563}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd.2014.6846855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2014.6846855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 IEEE 18th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1485924361","https://openalex.org/W1566766802","https://openalex.org/W1588611284","https://openalex.org/W1977405350","https://openalex.org/W2010015241","https://openalex.org/W2018731294","https://openalex.org/W2027141251","https://openalex.org/W2042281163","https://openalex.org/W2053448277","https://openalex.org/W2074249686","https://openalex.org/W2105953200","https://openalex.org/W2108025643","https://openalex.org/W2152510616","https://openalex.org/W2154114851","https://openalex.org/W2159094788","https://openalex.org/W3199995296"],"related_works":["https://openalex.org/W2355698112","https://openalex.org/W2022984797","https://openalex.org/W4394818607","https://openalex.org/W2986679525","https://openalex.org/W2797500822","https://openalex.org/W2794458286","https://openalex.org/W4205822456","https://openalex.org/W4299358966","https://openalex.org/W2537367858","https://openalex.org/W2981634480"],"abstract_inverted_index":{"This":[0,60],"research":[1,61],"combines":[2],"artificial":[3,31],"immune":[4,32],"system":[5,33,106],"with":[6],"user":[7],"and":[8,17,27,34,55,89],"item":[9],"based":[10],"collaborative":[11,48,102],"filtering":[12,49,103],"to":[13,43,69,96],"create":[14],"an":[15],"efficient":[16],"accurate":[18],"recommendation":[19],"system.":[20],"By":[21],"applying":[22],"the":[23,30,40,45,71,74,85,92,100,112,117],"characteristic":[24],"of":[25,73,99,111],"antibodies":[26],"antigens":[28],"in":[29,77,109],"using":[35],"Pearson":[36],"correlation":[37],"coefficient":[38],"as":[39,65],"affinity":[41],"threshold":[42],"cluster":[44],"data,":[46],"our":[47,66,105],"can":[50,87],"effectively":[51,88],"find":[52],"useful":[53],"users":[54],"items":[56],"for":[57],"rating":[58],"prediction.":[59],"uses":[62],"MovieLens":[63,118],"dataset":[64],"testing":[67],"target":[68],"evaluate":[70],"effectiveness":[72],"algorithm":[75,86],"developed":[76],"this":[78],"study.":[79],"The":[80],"experimental":[81],"results":[82],"show":[83],"that":[84],"accurately":[90],"predict":[91],"movie":[93],"ratings.":[94],"Compared":[95],"some":[97],"state":[98],"art":[101],"systems,":[104],"outperforms":[107],"them":[108],"terms":[110],"mean":[113],"absolute":[114],"error":[115],"on":[116],"dataset.":[119]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
