{"id":"https://openalex.org/W2898283963","doi":"https://doi.org/10.1109/asonam.2018.8508263","title":"Opinions Power Opinions: Joint Link and Interaction Polarity Predictions in Signed Networks","display_name":"Opinions Power Opinions: Joint Link and Interaction Polarity Predictions in Signed Networks","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2898283963","doi":"https://doi.org/10.1109/asonam.2018.8508263","mag":"2898283963"},"language":"en","primary_location":{"id":"doi:10.1109/asonam.2018.8508263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2018.8508263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","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/A5036086705","display_name":"Tyler Derr","orcid":"https://orcid.org/0000-0002-0080-5998"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tyler Derr","raw_affiliation_strings":["Data Science and Engineering Lab, Michigan State University, East Lansing, MI, USA"],"affiliations":[{"raw_affiliation_string":"Data Science and Engineering Lab, Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040764740","display_name":"Zhiwei Wang","orcid":"https://orcid.org/0000-0002-5395-5447"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiwei Wang","raw_affiliation_strings":["Data Science and Engineering Lab, Michigan State University, East Lansing, MI, USA"],"affiliations":[{"raw_affiliation_string":"Data Science and Engineering Lab, Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040639891","display_name":"Jiliang Tang","orcid":"https://orcid.org/0000-0001-7125-3898"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiliang Tang","raw_affiliation_strings":["Data Science and Engineering Lab, Michigan State University, East Lansing, MI, USA"],"affiliations":[{"raw_affiliation_string":"Data Science and Engineering Lab, Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036086705"],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":null,"apc_paid":null,"fwci":3.5342,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.94156539,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"15","issue":null,"first_page":"363","last_page":"366"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9970999956130981,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9965999722480774,"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/leverage","display_name":"Leverage (statistics)","score":0.761664867401123},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.7345170974731445},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6994363069534302},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.5158100128173828},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.49448299407958984},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.4331425428390503},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.42620334029197693},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3943200707435608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26362383365631104},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2514459192752838},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12097397446632385}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.761664867401123},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.7345170974731445},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6994363069534302},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.5158100128173828},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.49448299407958984},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.4331425428390503},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.42620334029197693},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3943200707435608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26362383365631104},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2514459192752838},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12097397446632385},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asonam.2018.8508263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2018.8508263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.49000000953674316}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W63594801","https://openalex.org/W108936587","https://openalex.org/W1964537599","https://openalex.org/W1974289589","https://openalex.org/W1980127182","https://openalex.org/W1993233958","https://openalex.org/W1999681713","https://openalex.org/W2007738318","https://openalex.org/W2024218614","https://openalex.org/W2028513945","https://openalex.org/W2034587223","https://openalex.org/W2035463970","https://openalex.org/W2038325180","https://openalex.org/W2053081145","https://openalex.org/W2073415627","https://openalex.org/W2081480803","https://openalex.org/W2092282862","https://openalex.org/W2098044836","https://openalex.org/W2100026763","https://openalex.org/W2100235918","https://openalex.org/W2104535569","https://openalex.org/W2114051435","https://openalex.org/W2144780381","https://openalex.org/W2340647157","https://openalex.org/W2964140784","https://openalex.org/W6660889308","https://openalex.org/W6674619980"],"related_works":["https://openalex.org/W2400337198","https://openalex.org/W2354902965","https://openalex.org/W3156492509","https://openalex.org/W1518185400","https://openalex.org/W4253101056","https://openalex.org/W4297338612","https://openalex.org/W3200586296","https://openalex.org/W4230332972","https://openalex.org/W1998033311","https://openalex.org/W4247322236"],"abstract_inverted_index":{"Social":[0],"media":[1],"has":[2],"been":[3],"widely":[4],"adopted":[5],"by":[6,47],"online":[7],"users":[8,14,71,90],"to":[9,30,44,74,80,92,116],"share":[10],"their":[11],"opinions.":[12],"Among":[13],"in":[15,136,162],"signed":[16,163,184,198],"networks,":[17],"two":[18,62,172],"types":[19,63,173],"of":[20,52,64,114,155,174,189,203],"opinions":[21,29,43,65,79,115],"can":[22,26,41,110,122,127,182],"be":[23,67],"expressed.":[24],"They":[25],"directly":[27],"specify":[28],"others":[31,48],"via":[32,49],"establishing":[33],"positive":[34,76,85,94],"or":[35],"negative":[36],"links;":[37,88],"and":[38,58,89,133,143,158,176,186],"they":[39,101,121],"also":[40],"give":[42,75],"content":[45,81],"generated":[46],"a":[50,179,196],"variety":[51],"social":[53],"interactions":[54,190],"such":[55],"as":[56],"commenting":[57],"rating.":[59],"Intuitively":[60],"these":[61,171],"should":[66],"related.":[68],"For":[69],"example,":[70],"are":[72],"likely":[73],"(or":[77,86,95,104],"negative)":[78,87,96],"from":[82],"those":[83,99],"with":[84,98],"tend":[91],"create":[93],"links":[97,185],"that":[100,126,181],"frequently":[102],"positively":[103],"negatively)":[105],"interact":[106],"with.":[107],"Therefore":[108],"we":[109,151],"leverage":[111],"one":[112],"type":[113],"power":[117],"the":[118,130,137,153,168,187,201,204],"other.":[119],"Meanwhile,":[120],"enrich":[123],"each":[124],"other":[125],"help":[128],"mitigate":[129],"data":[131],"sparsity":[132],"cold-start":[134],"problems":[135],"corresponding":[138],"predictive":[139],"tasks":[140],"-":[141],"link":[142,157],"interaction":[144,159],"polarity":[145,160],"predictions,":[146],"respectively.":[147],"In":[148],"this":[149],"paper,":[150],"investigate":[152],"problem":[154],"joint":[156],"predictions":[161],"networks.":[164],"We":[165],"first":[166],"understand":[167],"correlation":[169],"between":[170],"opinions;":[175],"then":[177],"propose":[178],"framework":[180],"predict":[183],"polarities":[188],"simultaneously.":[191],"The":[192],"experimental":[193],"results":[194],"on":[195],"real-world":[197],"network":[199],"demonstrate":[200],"effectiveness":[202],"proposed":[205],"framework.":[206]},"counts_by_year":[{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
