{"id":"https://openalex.org/W1537307942","doi":"https://doi.org/10.1109/icce-tw.2015.7216809","title":"Live streaming channel recommendation using HITS algorithm","display_name":"Live streaming channel recommendation using HITS algorithm","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1537307942","doi":"https://doi.org/10.1109/icce-tw.2015.7216809","mag":"1537307942"},"language":"en","primary_location":{"id":"doi:10.1109/icce-tw.2015.7216809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-tw.2015.7216809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Consumer Electronics - Taiwan","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/A5045110474","display_name":"Yuwen Liu","orcid":"https://orcid.org/0000-0002-4911-5744"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yu-Wen Liu","raw_affiliation_strings":["Institute of Network Engineering, National Chiao Tung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Network Engineering, National Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103004874","display_name":"Chen-Yi Lin","orcid":"https://orcid.org/0000-0002-8271-1935"},"institutions":[{"id":"https://openalex.org/I131948415","display_name":"National Taichung University of Science and Technology","ror":"https://ror.org/05bgcav40","country_code":"TW","type":"education","lineage":["https://openalex.org/I131948415"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chen-Yi Lin","raw_affiliation_strings":["Department of Information Management, National Taichung University of Science and Technology, Taiwan","[Department of Information Management, National Taichung University of Science and Technology, Taiwan]"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Taichung University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I131948415"]},{"raw_affiliation_string":"[Department of Information Management, National Taichung University of Science and Technology, Taiwan]","institution_ids":["https://openalex.org/I131948415"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059752721","display_name":"Jiun\u2010Long Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jiun-Long Huang","raw_affiliation_strings":["Department of Computer Science, National Chiao Tung University, Taiwan","Department of Computer Science, National Chiao-Tung University, Taiwan#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Computer Science, National Chiao-Tung University, Taiwan#TAB#","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045110474"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":0.8115,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79782394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"118","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8220503926277161},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6971939206123352},{"id":"https://openalex.org/keywords/live-streaming","display_name":"Live streaming","score":0.6316872835159302},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6104076504707336},{"id":"https://openalex.org/keywords/streaming-algorithm","display_name":"Streaming algorithm","score":0.5104090571403503},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5033103823661804},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.43061938881874084},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4256066381931305},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.40602177381515503},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.31131380796432495},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29936474561691284},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.28993701934814453},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06209990382194519}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8220503926277161},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6971939206123352},{"id":"https://openalex.org/C2776741261","wikidata":"https://www.wikidata.org/wiki/Q3027665","display_name":"Live streaming","level":2,"score":0.6316872835159302},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6104076504707336},{"id":"https://openalex.org/C187166803","wikidata":"https://www.wikidata.org/wiki/Q2835831","display_name":"Streaming algorithm","level":3,"score":0.5104090571403503},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5033103823661804},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.43061938881874084},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4256066381931305},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.40602177381515503},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.31131380796432495},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29936474561691284},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.28993701934814453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06209990382194519},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-tw.2015.7216809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-tw.2015.7216809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Consumer Electronics - Taiwan","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1979103132","https://openalex.org/W1981202432","https://openalex.org/W2022904047","https://openalex.org/W2069323392","https://openalex.org/W2103707651","https://openalex.org/W2138621811","https://openalex.org/W2141971826","https://openalex.org/W6645485993"],"related_works":["https://openalex.org/W2157648540","https://openalex.org/W4245721987","https://openalex.org/W4238425831","https://openalex.org/W2132672198","https://openalex.org/W4393213830","https://openalex.org/W2149775235","https://openalex.org/W3160167559","https://openalex.org/W4200631746","https://openalex.org/W4235833544","https://openalex.org/W2029567171"],"abstract_inverted_index":{"Live":[0],"streaming":[1,12,28],"services":[2,29],"have":[3],"been":[4],"developed":[5],"prosperously":[6],"in":[7],"recent":[8],"years.":[9],"With":[10],"live":[11,27],"services,":[13],"broadcasters":[14],"broadcast":[15,49],"their":[16],"videos":[17,48],"to":[18,24,38,56,83,115],"attract":[19],"large":[20],"numbers":[21],"of":[22,47,61,120,129],"viewers":[23,35,58,100],"watch.":[25],"Some":[26],"also":[30,93,109],"provide":[31],"a":[32],"platform":[33],"for":[34,72],"gathering":[36],"together":[37],"watch":[39],"channels":[40,53,60],"and":[41],"interact":[42],"with":[43,81],"others.":[44],"Over":[45],"hundreds":[46],"every":[50],"day,":[51],"recommending":[52],"are":[54],"necessary":[55],"help":[57],"finding":[59],"interests.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66,92],"propose":[67],"the":[68,78,85,118,126],"hybrid":[69],"HITS":[70,79],"algorithm":[71,80],"Channel":[73],"Recommendation":[74],"(HyHITS_CR)":[75],"which":[76],"adopts":[77],"modification":[82],"utilize":[84],"follower-followee":[86],"relationship":[87],"on":[88,103,112],"channel":[89],"recommendation.":[90,121],"Besides,":[91],"observe":[94],"from":[95],"real":[96],"logs":[97],"that":[98,125],"some":[99],"may":[101],"focus":[102],"few":[104],"particular":[105],"channels.":[106],"Thus,":[107],"HyHITS_CR":[108,130],"takes":[110],"advantage":[111],"such":[113],"observation":[114],"further":[116],"improve":[117],"accuracy":[119],"Experimental":[122],"results":[123],"show":[124],"hit":[127],"rate":[128],"is":[131],"around":[132],"10%":[133],"higher":[134],"than":[135],"other":[136],"prior":[137],"algorithms.":[138]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}