{"id":"https://openalex.org/W4410356883","doi":"https://doi.org/10.1145/3672608.3707948","title":"Comparative Study of Lexical and Semantic Approaches in Closed-domain Product Search","display_name":"Comparative Study of Lexical and Semantic Approaches in Closed-domain Product Search","publication_year":2025,"publication_date":"2025-03-31","ids":{"openalex":"https://openalex.org/W4410356883","doi":"https://doi.org/10.1145/3672608.3707948"},"language":"en","primary_location":{"id":"doi:10.1145/3672608.3707948","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3672608.3707948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing","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/A5114234932","display_name":"Francisco Igor de Lima Mendes","orcid":null},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Francisco Igor de Lima Mendes","raw_affiliation_strings":["Federal University of Campina Grande, Campina Grande, Para\u00edba, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Campina Grande, Para\u00edba, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090821140","display_name":"M.C. Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Melquisedeque Carvalho Silva","raw_affiliation_strings":["Federal University of Campina Grande, Campina Grande, Para\u00edba, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Campina Grande, Para\u00edba, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027572258","display_name":"Andr\u00e9 Lu\u00edz Firmino Alves","orcid":"https://orcid.org/0000-0001-7883-5129"},"institutions":[{"id":"https://openalex.org/I4210112416","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Par\u00e1","ror":"https://ror.org/02239nd21","country_code":"BR","type":"education","lineage":["https://openalex.org/I1293487690","https://openalex.org/I2801200668","https://openalex.org/I4210112416"]},{"id":"https://openalex.org/I3018006580","display_name":"Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Para\u00edba","ror":"https://ror.org/01xc5jm57","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018006580"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Lu\u00edz Firmino Alves","raw_affiliation_strings":["Federal Institute of Para\u00edba, Picu\u00ed, Para\u00edba, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Institute of Para\u00edba, Picu\u00ed, Para\u00edba, Brazil","institution_ids":["https://openalex.org/I3018006580","https://openalex.org/I4210112416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098770160","display_name":"Eniedson Fabiano Pereira da Silva J\u00fanior","orcid":null},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eniedson Fabiano Pereira da Silva J\u00fanior","raw_affiliation_strings":["Federal University of Campina Grande, Campina Grande, Para\u00edba, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Campina Grande, Para\u00edba, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108733744","display_name":"Mateus Queiroz Cunha","orcid":"https://orcid.org/0009-0007-7258-8746"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mateus Queiroz Cunha","raw_affiliation_strings":["Federal University of Campina Grande, Campina Grande, Para\u00edba, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Campina Grande, Para\u00edba, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003849558","display_name":"Cl\u00e1udio de Souza Baptista","orcid":"https://orcid.org/0000-0002-2200-1405"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cl\u00e1udio de Souza Baptista","raw_affiliation_strings":["Federal University of Campina Grande, Campina Grande, Para\u00edba, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Campina Grande, Para\u00edba, Brazil","institution_ids":["https://openalex.org/I41455075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114234932"],"corresponding_institution_ids":["https://openalex.org/I41455075"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05235258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1267","last_page":"1274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9976999759674072,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9976999759674072,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9965000152587891,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7714911103248596},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5884127616882324},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.564339280128479},{"id":"https://openalex.org/keywords/semantic-search","display_name":"Semantic search","score":0.5178380608558655},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4688376486301422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.428308367729187},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.2943510413169861},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10679695010185242}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7714911103248596},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5884127616882324},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.564339280128479},{"id":"https://openalex.org/C166423231","wikidata":"https://www.wikidata.org/wiki/Q1891170","display_name":"Semantic search","level":3,"score":0.5178380608558655},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4688376486301422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.428308367729187},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.2943510413169861},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10679695010185242},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3672608.3707948","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3672608.3707948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1972978214","https://openalex.org/W1978813754","https://openalex.org/W2073526694","https://openalex.org/W2147799505","https://openalex.org/W2741307002","https://openalex.org/W2963240788","https://openalex.org/W2970641574","https://openalex.org/W2989573507","https://openalex.org/W3037084154","https://openalex.org/W3102561203","https://openalex.org/W3172119680","https://openalex.org/W4225492354","https://openalex.org/W4225597912","https://openalex.org/W4252076394","https://openalex.org/W4283786460","https://openalex.org/W4285113563","https://openalex.org/W4311510454","https://openalex.org/W4324193559","https://openalex.org/W4376269558","https://openalex.org/W4384388099","https://openalex.org/W4388592056","https://openalex.org/W4390060824","https://openalex.org/W4392190680","https://openalex.org/W4392688329","https://openalex.org/W4393033483","https://openalex.org/W4398234434","https://openalex.org/W4399693186","https://openalex.org/W4401388851","https://openalex.org/W4401768053"],"related_works":["https://openalex.org/W3204019825","https://openalex.org/W2187134628","https://openalex.org/W4399695849","https://openalex.org/W3590553","https://openalex.org/W1974306718","https://openalex.org/W3022131925","https://openalex.org/W2572392832","https://openalex.org/W1972465254","https://openalex.org/W3145420067","https://openalex.org/W3120859818"],"abstract_inverted_index":{"One":[0],"of":[1,14,41,49,76],"the":[2,12,21,47,74,116],"key":[3],"challenges":[4],"in":[5,66],"information":[6,43],"retrieval":[7],"from":[8,28,54],"closed-domain":[9],"documents":[10,118],"is":[11],"prevalence":[13],"technical":[15],"and":[16,39,59,85,89],"abbreviated":[17],"terms":[18],"specific":[19],"to":[20,105],"domain.":[22],"This":[23],"scenario":[24],"often":[25],"hinders":[26],"users":[27],"effectively":[29],"searching":[30],"for":[31,46],"relevant":[32,108,117],"information,":[33],"even":[34],"when":[35],"available.":[36],"The":[37],"presentation":[38],"structure":[40],"product":[42,51,92],"are":[44,63],"crucial":[45],"reliability":[48],"a":[50,55,90],"search":[52,61,99,113],"system":[53],"user":[56],"perspective.":[57],"Lexical":[58],"semantic":[60,112],"methods":[62,114],"commonly":[64],"employed":[65],"such":[67,101],"applications.":[68],"In":[69],"this":[70],"work,":[71],"we":[72],"evaluate":[73],"trade-offs":[75],"these":[77],"techniques":[78],"across":[79],"two":[80],"datasets":[81],"with":[82],"distinct":[83],"domains":[84],"structures:":[86],"electronic":[87],"invoices":[88],"governmental":[91],"catalog.":[93],"Our":[94],"results":[95],"suggest":[96],"that":[97],"lexical":[98],"algorithms,":[100],"as":[102],"BM25,":[103],"tend":[104],"retrieve":[106],"more":[107,119],"products":[109],"faster,":[110],"whereas":[111],"rank":[115],"effectively.":[120]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}