{"id":"https://openalex.org/W4213338481","doi":"https://doi.org/10.1109/tencon54134.2021.9707421","title":"Applying LETOR and Personalization to Search: a Trade Me Practice","display_name":"Applying LETOR and Personalization to Search: a Trade Me Practice","publication_year":2021,"publication_date":"2021-12-07","ids":{"openalex":"https://openalex.org/W4213338481","doi":"https://doi.org/10.1109/tencon54134.2021.9707421"},"language":"en","primary_location":{"id":"doi:10.1109/tencon54134.2021.9707421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon54134.2021.9707421","pdf_url":null,"source":{"id":"https://openalex.org/S4363608113","display_name":"TENCON 2021 - 2021 IEEE Region 10 Conference (TENCON)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2021 - 2021 IEEE Region 10 Conference (TENCON)","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/A5022988455","display_name":"Hang Yu","orcid":"https://orcid.org/0000-0003-4827-5807"},"institutions":[{"id":"https://openalex.org/I1286502909","display_name":"Ministry for the Environment","ror":"https://ror.org/05err5w18","country_code":"NZ","type":"government","lineage":["https://openalex.org/I1286502909"]},{"id":"https://openalex.org/I1302741095","display_name":"Statistics New Zealand","ror":"https://ror.org/055qjgz33","country_code":"NZ","type":"government","lineage":["https://openalex.org/I1302741095","https://openalex.org/I2802073567"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Hang Yu","raw_affiliation_strings":["Trade Me,Wellington,New Zealand","Trade Me, Wellington, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trade Me,Wellington,New Zealand","institution_ids":["https://openalex.org/I1302741095"]},{"raw_affiliation_string":"Trade Me, Wellington, New Zealand","institution_ids":["https://openalex.org/I1286502909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042668764","display_name":"John Earles","orcid":null},"institutions":[{"id":"https://openalex.org/I1286502909","display_name":"Ministry for the Environment","ror":"https://ror.org/05err5w18","country_code":"NZ","type":"government","lineage":["https://openalex.org/I1286502909"]},{"id":"https://openalex.org/I1302741095","display_name":"Statistics New Zealand","ror":"https://ror.org/055qjgz33","country_code":"NZ","type":"government","lineage":["https://openalex.org/I1302741095","https://openalex.org/I2802073567"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"John Earles","raw_affiliation_strings":["Trade Me,Wellington,New Zealand","Trade Me, Wellington, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trade Me,Wellington,New Zealand","institution_ids":["https://openalex.org/I1302741095"]},{"raw_affiliation_string":"Trade Me, Wellington, New Zealand","institution_ids":["https://openalex.org/I1286502909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"788","last_page":"793"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9979000091552734,"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"}},{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9951000213623047,"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/personalization","display_name":"Personalization","score":0.8779722452163696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.75301194190979},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7171916365623474},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6108967065811157},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.6077365875244141},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5872407555580139},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5707594156265259},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.509302020072937},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5072705149650574},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4370722770690918},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4302467107772827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1976190209388733}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8779722452163696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.75301194190979},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7171916365623474},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6108967065811157},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.6077365875244141},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5872407555580139},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5707594156265259},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.509302020072937},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5072705149650574},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4370722770690918},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4302467107772827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1976190209388733},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon54134.2021.9707421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon54134.2021.9707421","pdf_url":null,"source":{"id":"https://openalex.org/S4363608113","display_name":"TENCON 2021 - 2021 IEEE Region 10 Conference (TENCON)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2021 - 2021 IEEE Region 10 Conference (TENCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2101626488","https://openalex.org/W2115584760","https://openalex.org/W2219430387","https://openalex.org/W2401958674","https://openalex.org/W2563351168","https://openalex.org/W2564434159","https://openalex.org/W2652074165","https://openalex.org/W2741497758","https://openalex.org/W2784672094","https://openalex.org/W2808787330","https://openalex.org/W2896480560","https://openalex.org/W2912255075","https://openalex.org/W3022069715","https://openalex.org/W3035523710","https://openalex.org/W3035652925","https://openalex.org/W3104926413","https://openalex.org/W6677385034","https://openalex.org/W6731031554","https://openalex.org/W6739629539","https://openalex.org/W6747597888"],"related_works":["https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W4391210591","https://openalex.org/W1582019636","https://openalex.org/W1499005795","https://openalex.org/W3172493050","https://openalex.org/W4385420271","https://openalex.org/W2584915322","https://openalex.org/W2945246647","https://openalex.org/W3026473665"],"abstract_inverted_index":{"Nowadays,":[0],"E-commerce":[1,65,86],"platforms":[2],"demonstrate":[3],"an":[4],"increasingly":[5],"high":[6,34,61],"demand":[7],"for":[8],"advanced":[9],"search":[10,62,111],"functions":[11],"to":[12,59,99,105,141],"retrieve":[13],"relevant":[14],"products":[15],"and":[16,39,101,117,131,136,148],"thereby":[17],"boost":[18],"sales.":[19],"However,":[20],"traditional":[21],"approaches,":[22],"such":[23,76],"as":[24,140],"the":[25,33,72,84,94,108,121,128,134],"widely-used":[26],"text":[27],"similarity,":[28],"are":[29],"normally":[30],"challenged":[31],"by":[32,46],"complexity":[35],"of":[36,75,97,110,115,133],"queries,":[37],"context,":[38],"inventories":[40],"that":[41,82,144],"could":[42],"only":[43],"be":[44],"interpreted":[45],"more":[47],"sophisticated":[48],"techniques.":[49],"Thus,":[50],"many":[51],"emerging":[52],"machine":[53],"learning":[54],"solutions":[55],"have":[56],"been":[57],"attempted":[58],"achieve":[60],"relevance":[63],"in":[64,88],"scenarios.":[66],"In":[67,91],"this":[68],"paper,":[69],"we":[70,125],"present":[71],"successful":[73],"application":[74,96],"techniques":[77],"on":[78],"Trade":[79],"Me":[80],"Marketplace":[81],"is":[83,103],"largest":[85],"platform":[87],"New":[89],"Zealand.":[90],"our":[92],"work,":[93],"joint":[95],"Learning":[98],"Rank":[100],"personalization":[102],"validated":[104],"significantly":[106],"benefit":[107,145],"quality":[109],"through":[112],"a":[113],"series":[114],"offline":[116],"online":[118],"experiments.":[119],"Besides":[120],"extensive":[122],"experimental":[123],"results,":[124],"also":[126],"summarize":[127],"best":[129],"practices":[130],"learnings":[132],"research":[135],"development":[137],"process":[138],"so":[139],"provide":[142],"insights":[143],"both":[146],"academia":[147],"industry.":[149]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
