{"id":"https://openalex.org/W2793652880","doi":"https://doi.org/10.1145/3183370","title":"QuoteRec","display_name":"QuoteRec","publication_year":2018,"publication_date":"2018-03-23","ids":{"openalex":"https://openalex.org/W2793652880","doi":"https://doi.org/10.1145/3183370","mag":"2793652880"},"language":"en","primary_location":{"id":"doi:10.1145/3183370","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3183370","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-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/A5077784320","display_name":"Jiwei Tan","orcid":"https://orcid.org/0009-0004-4028-5570"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiwei Tan","raw_affiliation_strings":["Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029568096","display_name":"Xiaojun Wan","orcid":"https://orcid.org/0000-0001-6887-1994"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun Wan","raw_affiliation_strings":["Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104089848","display_name":"Hui Liu","orcid":"https://orcid.org/0009-0002-1404-746X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Liu","raw_affiliation_strings":["Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100861201","display_name":"Jianguo Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianguo Xiao","raw_affiliation_strings":["Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":2.1294,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.90056695,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"36","issue":"3","first_page":"1","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T10181","display_name":"Natural Language Processing Techniques","score":0.9998999834060669,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8295048475265503},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6008156538009644},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5936368703842163},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5680227279663086},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5360662341117859},{"id":"https://openalex.org/keywords/nothing","display_name":"Nothing","score":0.5304136872291565},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5182249546051025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5104164481163025},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.49086958169937134},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.4607585072517395},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.43099308013916016},{"id":"https://openalex.org/keywords/statement","display_name":"Statement (logic)","score":0.4265914857387543},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41341957449913025},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1193714439868927},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.08311969041824341},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07415333390235901}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8295048475265503},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6008156538009644},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5936368703842163},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5680227279663086},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5360662341117859},{"id":"https://openalex.org/C136815107","wikidata":"https://www.wikidata.org/wiki/Q154242","display_name":"Nothing","level":2,"score":0.5304136872291565},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5182249546051025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5104164481163025},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.49086958169937134},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.4607585072517395},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.43099308013916016},{"id":"https://openalex.org/C2777026412","wikidata":"https://www.wikidata.org/wiki/Q2684591","display_name":"Statement (logic)","level":2,"score":0.4265914857387543},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41341957449913025},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1193714439868927},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.08311969041824341},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07415333390235901},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3183370","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3183370","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6792277218","display_name":null,"funder_award_id":"61772036, 61331011","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":123,"referenced_works":["https://openalex.org/W26556987","https://openalex.org/W179875071","https://openalex.org/W188912188","https://openalex.org/W926830766","https://openalex.org/W1015675232","https://openalex.org/W1447839223","https://openalex.org/W1486317198","https://openalex.org/W1498436455","https://openalex.org/W1517178547","https://openalex.org/W1522301498","https://openalex.org/W1587178740","https://openalex.org/W1590650811","https://openalex.org/W1608322251","https://openalex.org/W1662133657","https://openalex.org/W1690919088","https://openalex.org/W1810943226","https://openalex.org/W1832693441","https://openalex.org/W1854214752","https://openalex.org/W1880262756","https://openalex.org/W1889268436","https://openalex.org/W1904228841","https://openalex.org/W1938755728","https://openalex.org/W1966443646","https://openalex.org/W1978394996","https://openalex.org/W1979077984","https://openalex.org/W1984052055","https://openalex.org/W1988962893","https://openalex.org/W1990589796","https://openalex.org/W1995326326","https://openalex.org/W1997423738","https://openalex.org/W1998932002","https://openalex.org/W2002133173","https://openalex.org/W2002642763","https://openalex.org/W2015290529","https://openalex.org/W2017591847","https://openalex.org/W2025766355","https://openalex.org/W2025768430","https://openalex.org/W2029119963","https://openalex.org/W2030385985","https://openalex.org/W2031634675","https://openalex.org/W2032717442","https://openalex.org/W2036090952","https://openalex.org/W2038368136","https://openalex.org/W2042228598","https://openalex.org/W2049090231","https://openalex.org/W2054428703","https://openalex.org/W2062340319","https://openalex.org/W2064675550","https://openalex.org/W2066636486","https://openalex.org/W2070589943","https://openalex.org/W2079735306","https://openalex.org/W2084665596","https://openalex.org/W2085481706","https://openalex.org/W2086511124","https://openalex.org/W2088772104","https://openalex.org/W2094673287","https://openalex.org/W2100335205","https://openalex.org/W2103305545","https://openalex.org/W2115613106","https://openalex.org/W2116655493","https://openalex.org/W2120615054","https://openalex.org/W2122585011","https://openalex.org/W2122778642","https://openalex.org/W2124470082","https://openalex.org/W2128511407","https://openalex.org/W2131744502","https://openalex.org/W2132827946","https://openalex.org/W2133775254","https://openalex.org/W2135790056","https://openalex.org/W2142920810","https://openalex.org/W2146502635","https://openalex.org/W2146936057","https://openalex.org/W2147152072","https://openalex.org/W2152175008","https://openalex.org/W2154908680","https://openalex.org/W2157331557","https://openalex.org/W2158899491","https://openalex.org/W2158997610","https://openalex.org/W2159094788","https://openalex.org/W2159111852","https://openalex.org/W2164259805","https://openalex.org/W2166384004","https://openalex.org/W2211192759","https://openalex.org/W2241862190","https://openalex.org/W2250539671","https://openalex.org/W2250889812","https://openalex.org/W2251356693","https://openalex.org/W2251939518","https://openalex.org/W2252225757","https://openalex.org/W2294860948","https://openalex.org/W2344535803","https://openalex.org/W2394638270","https://openalex.org/W2463279551","https://openalex.org/W2518063523","https://openalex.org/W2525778437","https://openalex.org/W2528798012","https://openalex.org/W2535264855","https://openalex.org/W2576338611","https://openalex.org/W2579547421","https://openalex.org/W2593831809","https://openalex.org/W2618735189","https://openalex.org/W2620802059","https://openalex.org/W2724398475","https://openalex.org/W2734330123","https://openalex.org/W2740900805","https://openalex.org/W2741375528","https://openalex.org/W2741848355","https://openalex.org/W2771472444","https://openalex.org/W2930957955","https://openalex.org/W2949821452","https://openalex.org/W2950133940","https://openalex.org/W2950577311","https://openalex.org/W2950752421","https://openalex.org/W2951359136","https://openalex.org/W2952064673","https://openalex.org/W2963355447","https://openalex.org/W2997185401","https://openalex.org/W2997617958","https://openalex.org/W2998508934","https://openalex.org/W3102297550","https://openalex.org/W3122775348","https://openalex.org/W4299828299","https://openalex.org/W6607333740"],"related_works":["https://openalex.org/W2216420239","https://openalex.org/W3011492772","https://openalex.org/W2499122376","https://openalex.org/W2800570524","https://openalex.org/W2808813869","https://openalex.org/W2109915140","https://openalex.org/W2315519183","https://openalex.org/W2103493327","https://openalex.org/W2375097772","https://openalex.org/W2742083842"],"abstract_inverted_index":{"Quote":[0],"is":[1,58,110,156],"a":[2,14,17,48,62,104,151,172],"language":[3],"phenomenon":[4],"of":[5,9,23,78,125,150,159,171,186,195],"transcribing":[6],"the":[7,27,81,85,90,93,99,114,122,132,137,143,148,160,169,184,187,192,198,206],"statement":[8],"someone":[10],"else,":[11],"such":[12],"as":[13],"proverb":[15],"and":[16,32,97,127,129,179,197],"famous":[18],"saying.":[19],"An":[20],"appropriate":[21,86],"usage":[22],"quote":[24,67,79,87,105,144,173,207],"usually":[25],"equips":[26],"expression":[28],"with":[29],"more":[30],"elegance":[31],"credibility.":[33],"However,":[34],"there":[35],"are":[36,40,71],"times":[37],"when":[38],"we":[39,70],"eager":[41],"to":[42,54,60,89,112,120,147],"stress":[43],"our":[44],"idea":[45],"by":[46,174],"citing":[47],"quote,":[49],"while":[50,69],"nothing":[51],"relevant":[52],"comes":[53],"mind.":[55],"Therefore,":[56],"it":[57],"exciting":[59],"have":[61],"recommender":[63,106],"system":[64,107],"which":[65,167],"provides":[66],"recommendations":[68],"writing.":[72],"This":[73],"article":[74],"extends":[75],"previous":[76,165],"study":[77],"recommendation,":[80],"task":[82],"that":[83],"recommends":[84],"according":[88,146],"context":[91],"(i.e.,":[92],"content":[94,178],"occurring":[95],"before":[96],"after":[98],"quote).":[100],"In":[101],"this":[102],"article,":[103],"called":[108],"QuoteRec":[109],"presented":[111],"tackle":[113],"task.":[115,209],"We":[116],"investigate":[117],"two":[118,188],"models":[119,189],"learn":[121],"vector":[123],"representations":[124,194],"quotes":[126,134],"contexts,":[128],"then":[130],"rank":[131],"candidate":[133],"based":[135],"on":[136,205],"representations.":[138],"The":[139,153],"first":[140],"model":[141,155,163,201],"learns":[142,168],"representation":[145,170],"contexts":[149],"quote.":[152],"second":[154],"an":[157],"extension":[158],"neural":[161,199],"network":[162,200],"in":[164,190],"study,":[166],"concerning":[175],"both":[176],"its":[177],"contexts.":[180],"Experimental":[181],"results":[182,204],"demonstrate":[183],"effectiveness":[185],"learning":[191],"semantic":[193],"quotes,":[196],"achieves":[202],"state-of-the-art":[203],"recommendation":[208]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2018-03-29T00:00:00"}