{"id":"https://openalex.org/W2556993893","doi":"https://doi.org/10.1145/2976796.2976871","title":"Predicting Portuguese Steam Review Helpfulness Using Artificial Neural Networks","display_name":"Predicting Portuguese Steam Review Helpfulness Using Artificial Neural Networks","publication_year":2016,"publication_date":"2016-11-07","ids":{"openalex":"https://openalex.org/W2556993893","doi":"https://doi.org/10.1145/2976796.2976871","mag":"2556993893"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/2976796.2976871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5016391476","display_name":"Jardeson Leandro Nascimento Barbosa","orcid":null},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jardeson L.N. Barbosa","raw_affiliation_strings":["Universidade Federal do Piau\u00ed, Teresina, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Piau\u00ed, Teresina, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040377428","display_name":"Raimundo Santos Moura","orcid":"https://orcid.org/0000-0002-1558-3830"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Raimundo Santos Moura","raw_affiliation_strings":["Universidade Federal do Piau\u00ed, Teresina, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Piau\u00ed, Teresina, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085272209","display_name":"Roney Lira de Sales Santos","orcid":"https://orcid.org/0000-0001-9562-0605"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Roney L. de S. Santos","raw_affiliation_strings":["Universidade Federal do Piau\u00ed, Teresina, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Piau\u00ed, Teresina, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.31,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":14,"citation_normalized_percentile":{"value":0.874614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":89},"biblio":{"volume":null,"issue":null,"first_page":"287","last_page":"293"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9999,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9999,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9921,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9722,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/helpfulness","display_name":"Helpfulness","score":0.993716},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4400796}],"concepts":[{"id":"https://openalex.org/C2781265381","wikidata":"https://www.wikidata.org/wiki/Q5710255","display_name":"Helpfulness","level":2,"score":0.993716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.704703},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5590383},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5338674},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4412869},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4400796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39698604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3603},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07331911},{"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/2976796.2976871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":25,"referenced_works":["https://openalex.org/W1495750374","https://openalex.org/W1507711477","https://openalex.org/W172759583","https://openalex.org/W1966503997","https://openalex.org/W1967025894","https://openalex.org/W1999624853","https://openalex.org/W2018416141","https://openalex.org/W2042664747","https://openalex.org/W2058837212","https://openalex.org/W2069927273","https://openalex.org/W2082398729","https://openalex.org/W2087294982","https://openalex.org/W2134353060","https://openalex.org/W2150007828","https://openalex.org/W2158997610","https://openalex.org/W2162445884","https://openalex.org/W2175409438","https://openalex.org/W2313304565","https://openalex.org/W2325658410","https://openalex.org/W3103913776","https://openalex.org/W3122724846","https://openalex.org/W3123662551","https://openalex.org/W3125672425","https://openalex.org/W3141714916","https://openalex.org/W4361868505"],"related_works":["https://openalex.org/W4285360723","https://openalex.org/W4280611221","https://openalex.org/W3158157485","https://openalex.org/W3000407446","https://openalex.org/W2789124470","https://openalex.org/W2613921548","https://openalex.org/W2243550366","https://openalex.org/W2116531472","https://openalex.org/W2103550798","https://openalex.org/W2002563848"],"abstract_inverted_index":{"Online":[0],"consumer":[1,68],"reviews":[2,14,29,50,75,93],"are":[3],"currently":[4],"available":[5],"in":[6],"most":[7],"e-Commerce":[8],"websites.":[9],"By":[10],"discussing":[11],"products":[12],"features,":[13],"help":[15,43],"consumers":[16,39,46],"during":[17],"the":[18,22,64,95],"search":[19],"stage":[20],"of":[21,28,66,92,97],"buying":[23],"process.":[24],"However,":[25],"from":[26,77],"thousands":[27],"published":[30],"daily,":[31],"it":[32],"is":[33],"not":[34,54],"always":[35],"clear":[36],"which":[37],"ones":[38],"should":[40],"read.":[41],"To":[42],"with":[44],"that,":[45],"can":[47],"vote":[48],"user":[49],"as":[51],"helpful":[52],"or":[53],"helpful.":[55],"This":[56,70],"paper":[57],"proposes":[58],"an":[59],"automatic":[60],"method":[61],"to":[62],"analyze":[63],"helpfulness":[65,98],"online":[67],"reviews.":[69],"analysis":[71],"was":[72],"made":[73],"on":[74],"collected":[76],"Steam":[78],"using":[79],"Multilayer":[80],"Perceptron":[81],"Artificial":[82],"Neural":[83],"Network.":[84],"We":[85],"found":[86],"out":[87],"indication":[88],"that":[89],"certain":[90],"features":[91],"affect":[94],"perception":[96],"and":[99,103],"we":[100],"discuss":[101],"applications":[102],"future":[104],"researches.":[105]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2556993893","counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2024-12-10T10:11:32.846464","created_date":"2016-11-30"}
