{"id":"https://openalex.org/W2740080578","doi":"https://doi.org/10.24963/ijcai.2017/327","title":"Learning Concise Representations of Users' Influences through Online Behaviors","display_name":"Learning Concise Representations of Users' Influences through Online Behaviors","publication_year":2017,"publication_date":"2017-07-28","ids":{"openalex":"https://openalex.org/W2740080578","doi":"https://doi.org/10.24963/ijcai.2017/327","mag":"2740080578"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2017/327","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/327","pdf_url":"https://www.ijcai.org/proceedings/2017/0327.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2017/0327.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100677836","display_name":"Shenghua Liu","orcid":"https://orcid.org/0000-0003-2120-3598"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenghua Liu","raw_affiliation_strings":["CAS Key Laboratory of Network Data Science & Technology","Institute of Computing Technology, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Network Data Science & Technology","institution_ids":[]},{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102293890","display_name":"Houdong Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Houdong Zheng","raw_affiliation_strings":["School of Mathematics and Computer Science, Fuzhou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Fuzhou University","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047897879","display_name":"Huawei Shen","orcid":"https://orcid.org/0000-0002-1081-8119"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huawei Shen","raw_affiliation_strings":["CAS Key Laboratory of Network Data Science and Technology","Institute of Computing Technology, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Network Data Science and Technology","institution_ids":[]},{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029998682","display_name":"Xueqi Cheng","orcid":"https://orcid.org/0000-0002-5201-8195"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueqi Cheng","raw_affiliation_strings":["CAS Key Laboratory of Network Data Science and Technology","Institute of Computing Technology, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Network Data Science and Technology","institution_ids":[]},{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003401464","display_name":"Xiangwen Liao","orcid":"https://orcid.org/0000-0002-9500-4447"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangwen Liao","raw_affiliation_strings":["School of Mathematics and Computer Science, Fuzhou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Fuzhou University","institution_ids":["https://openalex.org/I80947539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003401464"],"corresponding_institution_ids":["https://openalex.org/I80947539"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2351","last_page":"2357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9995999932289124,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7952172756195068},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7859962582588196},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.6550742387771606},{"id":"https://openalex.org/keywords/viral-marketing","display_name":"Viral marketing","score":0.6347473859786987},{"id":"https://openalex.org/keywords/interpersonal-influence","display_name":"Interpersonal influence","score":0.539952278137207},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.492622435092926},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.48746156692504883},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.45663219690322876},{"id":"https://openalex.org/keywords/homophily","display_name":"Homophily","score":0.4186156690120697},{"id":"https://openalex.org/keywords/social-influence","display_name":"Social influence","score":0.41591185331344604},{"id":"https://openalex.org/keywords/interpersonal-communication","display_name":"Interpersonal communication","score":0.3909841775894165},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38704758882522583},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3793920874595642},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3777141571044922},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3221747875213623},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1738719344139099},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13410496711730957},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09220072627067566}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7952172756195068},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7859962582588196},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.6550742387771606},{"id":"https://openalex.org/C187008535","wikidata":"https://www.wikidata.org/wiki/Q204255","display_name":"Viral marketing","level":3,"score":0.6347473859786987},{"id":"https://openalex.org/C2775995036","wikidata":"https://www.wikidata.org/wiki/Q21072628","display_name":"Interpersonal influence","level":3,"score":0.539952278137207},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.492622435092926},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.48746156692504883},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.45663219690322876},{"id":"https://openalex.org/C2779812341","wikidata":"https://www.wikidata.org/wiki/Q5891525","display_name":"Homophily","level":2,"score":0.4186156690120697},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.41591185331344604},{"id":"https://openalex.org/C164850336","wikidata":"https://www.wikidata.org/wiki/Q3685487","display_name":"Interpersonal communication","level":2,"score":0.3909841775894165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38704758882522583},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3793920874595642},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3777141571044922},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3221747875213623},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1738719344139099},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13410496711730957},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09220072627067566},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2017/327","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/327","pdf_url":"https://www.ijcai.org/proceedings/2017/0327.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2017/327","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/327","pdf_url":"https://www.ijcai.org/proceedings/2017/0327.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1828425977","display_name":null,"funder_award_id":"973 Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2096837807","display_name":null,"funder_award_id":"2013CB329602","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5007750573","display_name":null,"funder_award_id":"U1605251","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7454589947","display_name":"\u5728\u7ebf\u793e\u4f1a\u5173\u7cfb\u7f51\u7edc\u4e2d\u6d88\u606f\u6d41\u884c\u5ea6\u7684\u5efa\u6a21\u4e0e\u9884\u6d4b\u7814\u7a76","funder_award_id":"61472400","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7702600198","display_name":null,"funder_award_id":"2014CB340401","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2740080578.pdf","grobid_xml":"https://content.openalex.org/works/W2740080578.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W188609219","https://openalex.org/W1559880292","https://openalex.org/W1856548066","https://openalex.org/W1996816151","https://openalex.org/W2018984973","https://openalex.org/W2042034885","https://openalex.org/W2073926352","https://openalex.org/W2107559689","https://openalex.org/W2111214786","https://openalex.org/W2128914432","https://openalex.org/W2164067128","https://openalex.org/W2164900957","https://openalex.org/W2309906630","https://openalex.org/W2323231581","https://openalex.org/W2466168322","https://openalex.org/W2517352516","https://openalex.org/W2526426687","https://openalex.org/W2544588668","https://openalex.org/W2949377321","https://openalex.org/W2951851909","https://openalex.org/W2964335473","https://openalex.org/W4229723287","https://openalex.org/W4242087913","https://openalex.org/W4294170691","https://openalex.org/W4301952511"],"related_works":["https://openalex.org/W2036874139","https://openalex.org/W3121142120","https://openalex.org/W2170413097","https://openalex.org/W3150457084","https://openalex.org/W1987748449","https://openalex.org/W2139599676","https://openalex.org/W2575373294","https://openalex.org/W3034056319","https://openalex.org/W2066723368","https://openalex.org/W2792448695"],"abstract_inverted_index":{"Whereas":[0],"it":[1],"is":[2,23,111],"well":[3],"known":[4],"that":[5,24,122,192,208],"social":[6],"network":[7],"users":[8],"influence":[9,16,44,131],"each":[10,46,60,86,155],"other,":[11,156],"a":[12,83,120,129,134],"fundamental":[13],"problem":[14],"in":[15,92],"maximization,":[17],"opinion":[18],"formation":[19],"and":[20,133,139,174,204,207],"viral":[21],"marketing":[22],"users'":[25,172,178],"influences":[26,57,146,210],"are":[27],"difficult":[28],"to":[29,40,113,151],"quantify.":[30],"Previous":[31],"work":[32],"has":[33],"directly":[34],"defined":[35],"an":[36],"independent":[37],"model":[38,121,164,194],"parameter":[39,84],"capture":[41],"the":[42,66,74,99,109,115,144,148,159,163,168,202],"interpersonal":[43,145],"between":[45],"pair":[47,87],"of":[48,88,107,171],"users.":[49],"However,":[50],"such":[51],"models":[52,81,94],"do":[53,78],"not":[54],"consider":[55,114,167],"how":[56,175],"depend":[58],"on":[59,73,187,211],"other":[61],"if":[62,70],"they":[63,71],"originate":[64],"from":[65],"same":[67,75,149],"user":[68,127,150],"or":[69],"act":[72],"user.":[76],"To":[77],"so,":[79],"these":[80,103],"need":[82],"for":[85,125],"users,":[89],"which":[90],"results":[91],"high-dimensional":[93],"becoming":[95],"easily":[96,166],"trapped":[97],"into":[98],"overfitting":[100],"problem.":[101],"Given":[102],"problems,":[104],"another":[105],"way":[106],"defining":[108],"parameters":[110,124],"needed":[112],"dependencies.":[116],"Thus":[117],"we":[118,183],"propose":[119],"defines":[123],"every":[126],"with":[128,154,195],"latent":[130],"vector":[132],"susceptibility":[135],"vector.":[136],"Such":[137],"low-dimensional":[138],"distributed":[140,196],"representations":[141,197],"naturally":[142],"cause":[143],"involving":[147],"be":[152],"coupled":[153],"thus":[157],"reducing":[158],"model's":[160],"complexity.":[161],"Additionally,":[162],"can":[165],"sentimental":[169],"polarities":[170],"messages":[173],"sentiment":[176],"affects":[177],"influences.":[179],"In":[180],"this":[181],"study,":[182],"conduct":[184],"extensive":[185],"experiments":[186],"real":[188],"Microblog":[189],"data,":[190],"showing":[191],"our":[193],"achieves":[198],"better":[199],"accuracy":[200],"than":[201],"state-of-the-art":[203],"pair-wise":[205],"models,":[206],"learning":[209],"sentiments":[212],"benefit":[213],"performance.":[214]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-10T00:00:00"}
