{"id":"https://openalex.org/W2750466013","doi":"https://doi.org/10.1145/3109859.3109901","title":"Recommendation of High Quality Representative Reviews in e-commerce","display_name":"Recommendation of High Quality Representative Reviews in e-commerce","publication_year":2017,"publication_date":"2017-08-24","ids":{"openalex":"https://openalex.org/W2750466013","doi":"https://doi.org/10.1145/3109859.3109901","mag":"2750466013"},"language":"en","primary_location":{"id":"doi:10.1145/3109859.3109901","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3109859.3109901","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eleventh ACM Conference on Recommender Systems","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/A5102284420","display_name":"Debanjan Paul","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Debanjan Paul","raw_affiliation_strings":["Indian Institute of Technology Kharagpur, Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024219981","display_name":"Sudeshna Sarkar","orcid":"https://orcid.org/0000-0003-3439-4282"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sudeshna Sarkar","raw_affiliation_strings":["Indian Institute of Technology Kharagpur, Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043012167","display_name":"Muthusamy Chelliah","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muthusamy Chelliah","raw_affiliation_strings":["Flipkart Internet Pvt Ltd, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Flipkart Internet Pvt Ltd, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042554857","display_name":"Chetan Kalyan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chetan Kalyan","raw_affiliation_strings":["Flipkart Internet Pvt Ltd, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Flipkart Internet Pvt Ltd, Bangalore, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046694802","display_name":"Prajit Nadkarni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prajit Prashant Sinai Nadkarni","raw_affiliation_strings":["Flipkart Internet Pvt Ltd, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Flipkart Internet Pvt Ltd, Bangalore, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102284420"],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":2.7303,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.9248102,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"311","last_page":"315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"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":1.0,"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":0.9954000115394592,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9939000010490417,"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/helpfulness","display_name":"Helpfulness","score":0.9745082259178162},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8097073435783386},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.5731038451194763},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.55595463514328},{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.5396973490715027},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5197936296463013},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4664698541164398},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.45427852869033813},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.45150506496429443},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3828246295452118},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3392803370952606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32142195105552673},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25903046131134033}],"concepts":[{"id":"https://openalex.org/C2781265381","wikidata":"https://www.wikidata.org/wiki/Q5710255","display_name":"Helpfulness","level":2,"score":0.9745082259178162},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8097073435783386},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.5731038451194763},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.55595463514328},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.5396973490715027},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5197936296463013},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4664698541164398},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.45427852869033813},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.45150506496429443},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3828246295452118},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3392803370952606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32142195105552673},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25903046131134033},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3109859.3109901","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3109859.3109901","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eleventh ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W73370836","https://openalex.org/W1571254868","https://openalex.org/W1939882552","https://openalex.org/W1985249735","https://openalex.org/W1991418309","https://openalex.org/W2021093430","https://openalex.org/W2027731328","https://openalex.org/W2037351199","https://openalex.org/W2057357810","https://openalex.org/W2061873838","https://openalex.org/W2087294982","https://openalex.org/W2099934438","https://openalex.org/W2104456647","https://openalex.org/W2105200992","https://openalex.org/W2107924532","https://openalex.org/W2112744748","https://openalex.org/W2120615054","https://openalex.org/W2148404145","https://openalex.org/W2159457224","https://openalex.org/W2160660844","https://openalex.org/W2164936599","https://openalex.org/W2397683974"],"related_works":["https://openalex.org/W2007738318","https://openalex.org/W1972184424","https://openalex.org/W4312671644","https://openalex.org/W4251329182","https://openalex.org/W1599110641","https://openalex.org/W1549403601","https://openalex.org/W2497510784","https://openalex.org/W4252183363","https://openalex.org/W2787177576","https://openalex.org/W2078352417"],"abstract_inverted_index":{"Many":[0],"users":[1],"of":[2,21,34,47,60,98,122],"e-commerce":[3],"portals":[4],"commonly":[5],"use":[6,92],"customer":[7],"reviews":[8,23,48,85,126],"for":[9,119],"making":[10],"purchase":[11],"decisions.":[12],"But":[13],"a":[14,40,45,117,141],"product":[15,62,108],"may":[16,114],"have":[17,50,129],"tens":[18],"or":[19],"hundreds":[20],"diverse":[22],"leading":[24],"to":[25,38,43,75,95,146,167],"information":[26],"overload":[27],"on":[28,158],"the":[29,61,70,76,120,135,148,172],"customer.":[30],"The":[31,154],"main":[32],"objective":[33],"our":[35],"work":[36],"is":[37,156,165],"develop":[39],"recommendation":[41],"system":[42,155],"recommend":[44],"subset":[46],"that":[49,78],"high":[51],"content":[52],"score":[53,113,150],"and":[54,101,162,164],"good":[55],"coverage":[56],"over":[57],"different":[58,84,87],"aspects":[59,80,100,105],"along":[63],"with":[64,104],"their":[65],"associated":[66],"sentiments.":[67],"We":[68,91,133],"address":[69,134],"challenge":[71],"which":[72],"arises":[73],"due":[74],"fact":[77],"similar":[79,99],"are":[81],"mentioned":[82,106],"in":[83,107],"using":[86,140],"natural":[88],"language":[89],"expressions.":[90],"vector":[93],"representations":[94],"identify":[96],"mentions":[97],"map":[102],"them":[103],"features":[109],"specifications.":[110],"Review":[111],"helpfulness":[112,131],"act":[115],"as":[116],"proxy":[118],"quality":[121,149],"reviews,":[123],"but":[124],"new":[125],"do":[127],"not":[128],"any":[130],"score.":[132],"cold":[136],"start":[137],"problem":[138],"by":[139],"dynamic":[142],"convolutional":[143],"neural":[144],"network":[145],"estimate":[147],"from":[151,160],"review":[152],"content.":[153],"evaluated":[157],"datasets":[159],"Amazon":[161],"Flipkart":[163],"found":[166],"be":[168],"more":[169],"effective":[170],"than":[171],"competing":[173],"methods.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}