{"id":"https://openalex.org/W2539375020","doi":"https://doi.org/10.1145/2983323.2983747","title":"Towards the Effective Linking of Social Media Contents to Products in E-Commerce Catalogs","display_name":"Towards the Effective Linking of Social Media Contents to Products in E-Commerce Catalogs","publication_year":2016,"publication_date":"2016-10-24","ids":{"openalex":"https://openalex.org/W2539375020","doi":"https://doi.org/10.1145/2983323.2983747","mag":"2539375020"},"language":"en","primary_location":{"id":"doi:10.1145/2983323.2983747","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2983323.2983747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM International on Conference on Information and Knowledge Management","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/A5033924505","display_name":"Henry S. Vieira","orcid":"https://orcid.org/0000-0001-8212-1057"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Henry S. Vieira","raw_affiliation_strings":["Federal University of Amazonas &amp; FPF Tech, Manaus, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Amazonas &amp; FPF Tech, Manaus, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015763962","display_name":"Altigran S. da Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Altigran S. da Silva","raw_affiliation_strings":["Federal University of Amazonas, Manaus, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Amazonas, Manaus, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011911239","display_name":"P\u00e1vel Calado","orcid":"https://orcid.org/0000-0001-6478-229X"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"P\u00e1vel Calado","raw_affiliation_strings":["INESC-ID &amp; Universidade de Lisboa, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC-ID &amp; Universidade de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015927757","display_name":"Marco Cristo","orcid":"https://orcid.org/0000-0001-8948-4192"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marco Cristo","raw_affiliation_strings":["Federal University of Amazonas, Manaus, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Amazonas, Manaus, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015781017","display_name":"Edleno Silva de Moura","orcid":"https://orcid.org/0000-0002-7860-9575"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Edleno S. de Moura","raw_affiliation_strings":["Federal University of Amazonas, Manaus, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Amazonas, Manaus, Brazil","institution_ids":["https://openalex.org/I62885914"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033924505"],"corresponding_institution_ids":["https://openalex.org/I62885914"],"apc_list":null,"apc_paid":null,"fwci":1.2854,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87255621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1049","last_page":"1058"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.998199999332428,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9980999827384949,"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":0.7892271280288696},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7411403059959412},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.7371627688407898},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.7113833427429199},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6687710285186768},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6608590483665466},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6001851558685303},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.4430522918701172},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44193172454833984},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.43231379985809326},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4044856131076813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24136888980865479},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08021935820579529},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07414108514785767}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7892271280288696},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7411403059959412},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.7371627688407898},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.7113833427429199},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6687710285186768},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6608590483665466},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6001851558685303},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.4430522918701172},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44193172454833984},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43231379985809326},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4044856131076813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24136888980865479},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08021935820579529},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07414108514785767},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2983323.2983747","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2983323.2983747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM International on Conference on Information and Knowledge Management","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":24,"referenced_works":["https://openalex.org/W86887328","https://openalex.org/W95925839","https://openalex.org/W307501659","https://openalex.org/W1172683740","https://openalex.org/W1541691357","https://openalex.org/W1660390307","https://openalex.org/W1985902122","https://openalex.org/W1993715838","https://openalex.org/W2009169514","https://openalex.org/W2020278455","https://openalex.org/W2020549413","https://openalex.org/W2031998113","https://openalex.org/W2043036219","https://openalex.org/W2049317152","https://openalex.org/W2057818287","https://openalex.org/W2108646579","https://openalex.org/W2112497803","https://openalex.org/W2121001699","https://openalex.org/W2127427927","https://openalex.org/W2129999749","https://openalex.org/W2512097188","https://openalex.org/W4205184193","https://openalex.org/W4206192903","https://openalex.org/W4211186029"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2353179089","https://openalex.org/W2923538289","https://openalex.org/W2353125546","https://openalex.org/W2470643824","https://openalex.org/W4400595174","https://openalex.org/W2349635380","https://openalex.org/W4353089801","https://openalex.org/W2353819554","https://openalex.org/W2602193642"],"abstract_inverted_index":{"Online":[0],"social":[1,36,136],"media":[2,12,37,137],"has":[3,34,56],"become":[4,57],"an":[5,209],"essential":[6],"part":[7],"of":[8,40,46,128,182,197,212],"our":[9,201],"life.":[10],"This":[11],"is":[13,21,91,191],"often":[14],"characterized":[15],"by":[16,23],"its":[17],"diverse":[18],"content,":[19,70],"which":[20,147],"produced":[22],"ordinary":[24],"users.":[25],"The":[26],"potential":[27],"to":[28,75,100,160,193,207,222],"easily":[29,133],"express":[30],"ideas":[31],"and":[32,108,139,157,173,216],"opinions":[33],"made":[35],"a":[38,44,92,126],"source":[39],"valuable":[41],"information":[42,50,190],"on":[43],"variety":[45],"topics.":[47],"In":[48,199],"particular,":[49],"containing":[51],"comments":[52],"about":[53],"consumer":[54,80],"products":[55,65,110],"prevalent.":[58],"Here,":[59],"we":[60,145],"are":[61,186],"interested":[62],"in":[63,67,79,168,214,218],"linking":[64],"mentioned":[66],"unstructured":[68],"user-generated":[69],"namely":[71],"open":[72],"discussion":[73],"forums,":[74],"their":[76],"respective":[77],"entities":[78],"product":[81,103,140,171],"catalogs.":[82],"Among":[83],"the":[84,101,113,180,223],"issues":[85],"associated":[86],"with":[87],"this":[88,119],"task,":[89],"ambiguity":[90],"particularly":[93],"hard":[94],"problem,":[95],"as":[96],"users":[97],"typically":[98],"refer":[99],"same":[102,114],"using":[104,125],"many":[105],"different":[106,109,170,175],"forms":[107],"may":[111],"share":[112],"form.":[115],"We":[116],"argue":[117],"that":[118,130,178],"problem":[120],"can":[121,131,154],"be":[122,132,150,155],"effectively":[123],"solved":[124],"set":[127],"evidences":[129],"extracted":[134],"from":[135],"content":[138],"descriptions.":[141],"To":[142],"achieve":[143,194,208],"this,":[144],"show":[146],"features":[148],"should":[149],"used,":[151],"how":[152,159],"they":[153],"extracted,":[156],"then":[158],"combine":[161],"them":[162],"through":[163],"machine":[164],"learning":[165],"techniques.":[166],"Experiments":[167],"three":[169],"categories":[172],"two":[174],"datasets":[176],"demonstrate":[177],"all":[179],"sources":[181],"evidence":[183],"here":[184],"proposed":[185],"important,":[187],"while":[188],"contextual":[189],"fundamental":[192],"higher":[195],"levels":[196],"precision.":[198],"fact,":[200],"method,":[202],"although":[203],"straightforward,":[204],"was":[205],"able":[206],"average":[210],"improvement":[211],"0.17":[213],"precision":[215],"0.13":[217],"F1,":[219],"when":[220],"compared":[221],"current":[224],"state-of-the-art":[225],"solution.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
