{"id":"https://openalex.org/W2981525000","doi":"https://doi.org/10.1145/3343031.3350858","title":"Personalized Hashtag Recommendation for Micro-videos","display_name":"Personalized Hashtag Recommendation for Micro-videos","publication_year":2019,"publication_date":"2019-10-15","ids":{"openalex":"https://openalex.org/W2981525000","doi":"https://doi.org/10.1145/3343031.3350858","mag":"2981525000"},"language":"en","primary_location":{"id":"doi:10.1145/3343031.3350858","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3343031.3350858","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","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/A5039731055","display_name":"Yinwei Wei","orcid":"https://orcid.org/0000-0003-1791-3159"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinwei Wei","raw_affiliation_strings":["Shandong University, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068843001","display_name":"Zhiyong Cheng","orcid":"https://orcid.org/0000-0003-1109-5028"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Cheng","raw_affiliation_strings":["Qilu University of Technology, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qilu University of Technology, Jinan, China","institution_ids":["https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031500761","display_name":"Xuzheng Yu","orcid":"https://orcid.org/0009-0000-9752-799X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuzheng Yu","raw_affiliation_strings":["Shandong University, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079260216","display_name":"Zhou Zhao","orcid":"https://orcid.org/0000-0001-6121-0384"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhou Zhao","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lei Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhu","raw_affiliation_strings":["Shandong Normal University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038612499","display_name":"Liqiang Nie","orcid":"https://orcid.org/0000-0003-1476-0273"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqiang Nie","raw_affiliation_strings":["Shandong University, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1446","last_page":"1454"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9043444991111755},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6652476787567139},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5407661199569702},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5194149017333984},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.505327045917511},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4990229606628418},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.49428653717041016},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41427183151245117},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3314415216445923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17694449424743652},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.09050080180168152}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9043444991111755},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6652476787567139},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5407661199569702},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5194149017333984},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.505327045917511},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4990229606628418},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.49428653717041016},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41427183151245117},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3314415216445923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17694449424743652},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.09050080180168152},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3343031.3350858","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3343031.3350858","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1766470976","display_name":null,"funder_award_id":"No.: 61772310, No.:61702300, No.:61702302, No.: 61802231, and No. U1836216","funder_id":"https://openalex.org/F4320327720","funder_display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320327720","display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1987549167","https://openalex.org/W2095536970","https://openalex.org/W2170414372","https://openalex.org/W2194775991","https://openalex.org/W2336637951","https://openalex.org/W2526050071","https://openalex.org/W2526139466","https://openalex.org/W2581887665","https://openalex.org/W2591711955","https://openalex.org/W2604525417","https://openalex.org/W2607579284","https://openalex.org/W2618756248","https://openalex.org/W2624431344","https://openalex.org/W2625022521","https://openalex.org/W2751808960","https://openalex.org/W2765757915","https://openalex.org/W2766187676","https://openalex.org/W2786016794","https://openalex.org/W2788893025","https://openalex.org/W2790610851","https://openalex.org/W2798868970","https://openalex.org/W2807021761","https://openalex.org/W2810482788","https://openalex.org/W2896407934","https://openalex.org/W2897298014","https://openalex.org/W2900806287","https://openalex.org/W2911778742","https://openalex.org/W2945623882","https://openalex.org/W2963043672","https://openalex.org/W2963508799","https://openalex.org/W2963521729","https://openalex.org/W3100848837","https://openalex.org/W3102331315","https://openalex.org/W3106302634","https://openalex.org/W4211082256","https://openalex.org/W4234552385"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W2105067402"],"abstract_inverted_index":{"Personalized":[0,119],"hashtag":[1,87,110,198,216],"recommendation":[2],"methods":[3,68,90],"aim":[4],"to":[5,9,22,130,175,220,238,245],"suggest":[6],"users":[7,83,246],"hashtags":[8,76,85],"annotate,":[10],"categorize,":[11],"and":[12,59,77,84,101,139,149,159,199,214,247,266],"describe":[13,37,221],"their":[14,60,141,165],"posts.":[15],"The":[16],"hashtags,":[17,100,137,148,248],"that":[18,48,227,268],"a":[19,23,26,114,157,180,202,212,215,225,276],"user":[20,203,229],"provides":[21],"post":[24,39,57],"(e.g.,":[25,182,197],"micro-video),":[27],"are":[28,151,161],"the":[29,38,56,64,73,80,95,107,132,146,170,177,186,190,222,228,235,240,253,272],"ones":[30],"which":[31,124,249],"in":[32,156,208],"her":[33],"mind":[34],"can":[35,250],"well":[36,93],"content":[40],"where":[41],"she":[42],"is":[43,173,204,217,230],"interested":[44,207,231],"in.":[45],"It":[46],"means":[47],"we":[49,112,233],"should":[50],"consider":[51],"both":[52],"users'":[53],"preferences":[54],"on":[55,63,70,164,261],"contents":[58],"personal":[61],"understanding":[62],"hashtags.":[65],"Most":[66],"existing":[67],"rely":[69],"modeling":[71],"either":[72],"interactions":[74,81,97,134],"between":[75,82],"posts":[78],"or":[79],"for":[86],"recommendation.":[88],"These":[89],"have":[91,258],"not":[92],"explored":[94],"complicated":[96],"among":[98,135],"users,":[99,147],"micro-videos.":[102],"In":[103,143,168],"this":[104],"paper,":[105],"towards":[106],"personalized":[108],"micro-video":[109,213,264],"recommendation,":[111],"propose":[113],"Graph":[115],"Convolution":[116],"Network":[117],"based":[118,163],"Hashtag":[120],"Recommendation":[121],"(GCN-PHR)":[122],"model,":[123,145],"leverages":[125],"recently":[126],"advanced":[127],"GCN":[128],"techniques":[129],"model":[131,270],"complicate":[133],"<users,":[136],"micro-videos>":[138],"learn":[140,176],"representations.":[142],"our":[144,269],"micro-videos":[150,244],"three":[152],"types":[153,194],"of":[154,179,195,211],"nodes":[155,196],"graph":[158],"they":[160],"linked":[162,192],"direct":[166],"associations.":[167],"particular,":[169],"message-passing":[171],"strategy":[172],"used":[174,219],"representation":[178,254],"node":[181],"user)":[183],"by":[184,275],"aggregating":[185],"message":[187,241],"passed":[188,242],"from":[189,243],"directly":[191],"other":[193],"micro-video).":[200],"Because":[201],"often":[205],"only":[206],"certain":[209],"parts":[210],"typically":[218],"part":[223],"(of":[224],"micro-video)":[226],"in,":[232],"leverage":[234],"attention":[236],"mechanism":[237],"filter":[239],"significantly":[251],"improve":[252],"capability.":[255],"Extensive":[256],"experiments":[257],"been":[259],"conducted":[260],"two":[262],"real-world":[263],"datasets":[265],"demonstrate":[267],"outperforms":[271],"state-of-the-art":[273],"approaches":[274],"large":[277],"margin.":[278]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":17}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}