{"id":"https://openalex.org/W4221102677","doi":"https://doi.org/10.1145/3512676.3512714","title":"A method for ranking products based on LDA topic model and stochastic dominance","display_name":"A method for ranking products based on LDA topic model and stochastic dominance","publication_year":2022,"publication_date":"2022-01-21","ids":{"openalex":"https://openalex.org/W4221102677","doi":"https://doi.org/10.1145/3512676.3512714"},"language":"en","primary_location":{"id":"doi:10.1145/3512676.3512714","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3512676.3512714","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Computers in Management and Business (ICCMB)","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/A5036089011","display_name":"Xiaogang Zhao","orcid":"https://orcid.org/0000-0002-6141-339X"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaogang Zhao","raw_affiliation_strings":["Business School, Xi'an International Studies University, China"],"affiliations":[{"raw_affiliation_string":"Business School, Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101957772","display_name":"Siwei Dong","orcid":"https://orcid.org/0000-0001-7767-938X"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siwei Dong","raw_affiliation_strings":["Business School, Xi'an International Studies University, China"],"affiliations":[{"raw_affiliation_string":"Business School, Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087493210","display_name":"Yiwei Dang","orcid":"https://orcid.org/0000-0003-1121-9799"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwei Dang","raw_affiliation_strings":["Business School, Xi'an International Studies University, China"],"affiliations":[{"raw_affiliation_string":"Business School, Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057256869","display_name":"Hai Shen","orcid":"https://orcid.org/0000-0002-2102-0372"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Shen","raw_affiliation_strings":["Business School, Xi'an International Studies University, China"],"affiliations":[{"raw_affiliation_string":"Business School, Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100396872","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0002-2058-7123"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["Business School, Xi'an International Studies University, China"],"affiliations":[{"raw_affiliation_string":"Business School, Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100447682","display_name":"Ge Li","orcid":"https://orcid.org/0000-0002-5828-0186"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ge Li","raw_affiliation_strings":["Business School, Xi'an International Studies University, China"],"affiliations":[{"raw_affiliation_string":"Business School, Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5036089011"],"corresponding_institution_ids":["https://openalex.org/I180632629"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04257042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2019","issue":null,"first_page":"167","last_page":"172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.972599983215332,"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":0.972599983215332,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stochastic-dominance","display_name":"Stochastic dominance","score":0.7307288646697998},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6748306751251221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6681507229804993},{"id":"https://openalex.org/keywords/dominance","display_name":"Dominance (genetics)","score":0.5444052219390869},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5187316536903381},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4988689422607422},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4447228014469147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4408397078514099},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3360692858695984},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.2770928740501404},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24209728837013245}],"concepts":[{"id":"https://openalex.org/C33252445","wikidata":"https://www.wikidata.org/wiki/Q3713315","display_name":"Stochastic dominance","level":2,"score":0.7307288646697998},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6748306751251221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6681507229804993},{"id":"https://openalex.org/C151913843","wikidata":"https://www.wikidata.org/wiki/Q3454555","display_name":"Dominance (genetics)","level":3,"score":0.5444052219390869},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5187316536903381},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4988689422607422},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4447228014469147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4408397078514099},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3360692858695984},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.2770928740501404},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24209728837013245},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3512676.3512714","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3512676.3512714","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Computers in Management and Business (ICCMB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G7896266552","display_name":null,"funder_award_id":"61572397","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2027365431","https://openalex.org/W2049301835","https://openalex.org/W2086389500","https://openalex.org/W2789547767","https://openalex.org/W2805197916","https://openalex.org/W3011159390","https://openalex.org/W3033532169","https://openalex.org/W3033823300","https://openalex.org/W3093601699","https://openalex.org/W4248841288"],"related_works":["https://openalex.org/W3124095803","https://openalex.org/W1577921368","https://openalex.org/W2044867175","https://openalex.org/W2968458762","https://openalex.org/W2948869923","https://openalex.org/W4297477324","https://openalex.org/W650176618","https://openalex.org/W184171244","https://openalex.org/W2908784636","https://openalex.org/W2494461588"],"abstract_inverted_index":{"It":[0],"is":[1,30,47,85],"difficult":[2],"for":[3],"consumers":[4],"to":[5,40,49,69],"make":[6],"purchase":[7],"decisions":[8],"based":[9,21],"on":[10,22],"massive":[11],"amount":[12],"of":[13,57,74,101],"online":[14],"reviews.":[15],"Therefore,":[16],"a":[17],"product":[18,42,76,79,84],"selection":[19],"method":[20,33,103],"LDA":[23,37],"topic":[24,38],"model":[25,39],"and":[26,54,65,99],"stochastic":[27,62],"dominance":[28,63],"rules":[29,64],"proposed.":[31],"The":[32,97],"first":[34],"uses":[35],"the":[36,51,71,82,88,94,102],"extract":[41],"attributes;":[43,80],"secondly,":[44],"sentiment":[45,59],"analysis":[46],"applied":[48],"calculate":[50,70],"probability":[52],"distribution":[53],"expectation":[55],"matrix":[56],"different":[58,78],"orientation;":[60],"further,":[61],"PROMETHEE-\u2161":[66],"are":[67,104],"used":[68],"ranking":[72,90],"value":[73,91],"each":[75],"with":[77],"finally,":[81],"best":[83],"selected":[86],"through":[87],"overall":[89],"calculated":[92],"by":[93,106],"entropy":[95],"method.":[96],"feasibility":[98],"practicability":[100],"illustrated":[105],"an":[107],"example.":[108]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}