{"id":"https://openalex.org/W3093149868","doi":"https://doi.org/10.1145/3394171.3413759","title":"Price Suggestion for Online Second-hand Items with Texts and Images","display_name":"Price Suggestion for Online Second-hand Items with Texts and Images","publication_year":2020,"publication_date":"2020-10-12","ids":{"openalex":"https://openalex.org/W3093149868","doi":"https://doi.org/10.1145/3394171.3413759","mag":"3093149868"},"language":"en","primary_location":{"id":"doi:10.1145/3394171.3413759","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3394171.3413759","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100733758","display_name":"Liang Han","orcid":"https://orcid.org/0000-0002-6148-1114"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liang Han","raw_affiliation_strings":["Stony Brook University, Stony Brook, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080054465","display_name":"Zhaozheng Yin","orcid":"https://orcid.org/0000-0002-9602-6488"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaozheng Yin","raw_affiliation_strings":["Stony Brook University, Stony Brook, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008199079","display_name":"Zhurong Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhurong Xia","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023942013","display_name":"Minqian Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minqian Tang","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069394608","display_name":"Rong Jin","orcid":"https://orcid.org/0000-0002-8797-4646"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Jin","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2784","last_page":"2792"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9693999886512756,"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/computer-science","display_name":"Computer science","score":0.7695695161819458},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.7147604823112488},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.582099974155426},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.5003483295440674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4601894021034241},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.43492603302001953},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3540482521057129},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24573034048080444},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13483795523643494}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7695695161819458},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.7147604823112488},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.582099974155426},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.5003483295440674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4601894021034241},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.43492603302001953},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3540482521057129},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24573034048080444},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13483795523643494},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3394171.3413759","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3394171.3413759","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Multimedia","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":13,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2121644814","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2475334473","https://openalex.org/W2559100081","https://openalex.org/W2751307382","https://openalex.org/W2808965910","https://openalex.org/W2809160405","https://openalex.org/W2970105478","https://openalex.org/W2981445520","https://openalex.org/W3106269507","https://openalex.org/W3128537296"],"related_works":["https://openalex.org/W2944823289","https://openalex.org/W3037018281","https://openalex.org/W2972592048","https://openalex.org/W2358319515","https://openalex.org/W4321854979","https://openalex.org/W2003209439","https://openalex.org/W2497626292","https://openalex.org/W4312214821","https://openalex.org/W4361862506","https://openalex.org/W2390344072"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3,88],"intelligent":[4],"price":[5,23,54,96,105,155,188,205],"suggestion":[6,55,97,189,206],"system":[7,56],"for":[8,34,94,107,148,157],"online":[9,47,174],"second-hand":[10,36,76,90,108,158],"listings":[11],"based":[12],"on":[13,193],"their":[14,35],"uploaded":[15,44,89],"images":[16,40,112],"and":[17,31,41,64,85,103,113,137],"text":[18,42,86,114],"descriptions.":[19],"The":[20],"goal":[21],"of":[22,87,133,167,181,201],"prediction":[24],"is":[25,146],"to":[26,45,80,153,183],"help":[27],"sellers":[28,169],"set":[29,180],"effective":[30],"reasonable":[32,95],"prices":[33],"items":[37,109],"with":[38,68,98,110,116],"the":[39,46,61,75,83,130,134,138,150,165,168,173,186,199,202],"descriptions":[43,115],"platforms.":[48],"Specifically,":[49],"we":[50],"design":[51],"a":[52,99,117,142,179,194],"multi-modal":[53,204],"which":[57,160],"takes":[58],"as":[59],"input":[60],"extracted":[62],"visual":[63],"textual":[65],"features":[66,72],"along":[67],"some":[69],"statistical":[70],"item":[71,77,91],"collected":[73],"from":[74],"shopping":[78],"platform":[79],"determine":[81],"whether":[82],"image":[84],"are":[92,127],"qualified":[93,111],"binary":[100],"classification":[101,135],"model,":[102],"provide":[104,154],"suggestions":[106,156],"regression":[118,139,151],"model.":[119,140],"To":[120],"satisfy":[121],"different":[122,125],"demands,":[123],"two":[124],"constraints":[126],"added":[128],"into":[129],"joint":[131],"training":[132],"model":[136,152],"Moreover,":[141],"customized":[143],"loss":[144],"function":[145],"designed":[147],"optimizing":[149],"items,":[159],"can":[161],"not":[162],"only":[163],"maximize":[164],"gain":[166],"but":[170],"also":[171,177],"facilitate":[172],"transaction.":[175],"We":[176],"derive":[178],"metrics":[182],"better":[184],"evaluate":[185],"proposed":[187,203],"system.":[190,207],"Extensive":[191],"experiments":[192],"large":[195],"real-world":[196],"dataset":[197],"demonstrate":[198],"effectiveness":[200]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
