{"id":"https://openalex.org/W2016052804","doi":"https://doi.org/10.1145/1076034.1076135","title":"Probabilistic hyperspace analogue to language","display_name":"Probabilistic hyperspace analogue to language","publication_year":2005,"publication_date":"2005-08-15","ids":{"openalex":"https://openalex.org/W2016052804","doi":"https://doi.org/10.1145/1076034.1076135","mag":"2016052804"},"language":"en","primary_location":{"id":"doi:10.1145/1076034.1076135","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1076034.1076135","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 annual international ACM SIGIR conference on Research and development in information retrieval","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/A5048218964","display_name":"Leif Azzopardi","orcid":"https://orcid.org/0000-0002-6900-0557"},"institutions":[{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Leif Azzopardi","raw_affiliation_strings":["University of Paisley"],"affiliations":[{"raw_affiliation_string":"University of Paisley","institution_ids":["https://openalex.org/I868834043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045384249","display_name":"Mark Girolami","orcid":"https://orcid.org/0000-0003-3008-253X"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Girolami","raw_affiliation_strings":["University of Glasgow"],"affiliations":[{"raw_affiliation_string":"University of Glasgow","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004680233","display_name":"Malcolm Crowe","orcid":"https://orcid.org/0000-0003-1731-8018"},"institutions":[{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Malcolm Crowe","raw_affiliation_strings":["University of Paisley"],"affiliations":[{"raw_affiliation_string":"University of Paisley","institution_ids":["https://openalex.org/I868834043"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048218964"],"corresponding_institution_ids":["https://openalex.org/I868834043"],"apc_list":null,"apc_paid":null,"fwci":1.8283,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.87317731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"575","last_page":"576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9904000163078308,"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":0.9904000163078308,"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/T10028","display_name":"Topic Modeling","score":0.9884999990463257,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9883999824523926,"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/hyperspace","display_name":"Hyperspace","score":0.7818361520767212},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7184464335441589},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.62943434715271},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5829237699508667},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.555353045463562},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4417087435722351},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.435874342918396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43390369415283203},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35403013229370117}],"concepts":[{"id":"https://openalex.org/C39368324","wikidata":"https://www.wikidata.org/wiki/Q5024959","display_name":"Hyperspace","level":2,"score":0.7818361520767212},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7184464335441589},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.62943434715271},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5829237699508667},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.555353045463562},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4417087435722351},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.435874342918396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43390369415283203},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35403013229370117},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/1076034.1076135","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1076034.1076135","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 annual international ACM SIGIR conference on Research and development in information retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:3409","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Book Sections"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.105.6634","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.105.6634","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://eprints.gla.ac.uk/3409/01/probabilistic_hyperspace.pdf","raw_type":"text"},{"id":"pmh:oai:generic.eprints.org:1185293","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/1185293/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1496245333","https://openalex.org/W1796264214","https://openalex.org/W1981617086","https://openalex.org/W2008480878","https://openalex.org/W2072314581","https://openalex.org/W2136542423","https://openalex.org/W4240913316","https://openalex.org/W4250862392"],"related_works":["https://openalex.org/W2392092009","https://openalex.org/W4226309072","https://openalex.org/W4394660470","https://openalex.org/W2369717929","https://openalex.org/W2089438780","https://openalex.org/W2393779390","https://openalex.org/W4200175829","https://openalex.org/W2135966399","https://openalex.org/W3112070956","https://openalex.org/W2389015757"],"abstract_inverted_index":{"Song":[0],"and":[1,101,114],"Bruza":[2],"[6]":[3],"introduce":[4],"a":[5,21,56],"framework":[6],"for":[7,39,85],"Information":[8],"Retrieval(IR)":[9],"based":[10],"on":[11,111],"Gardenfor's":[12],"three":[13],"tiered":[14],"cognitive":[15],"model;":[16],"Conceptual":[17],"Spaces[4].":[18],"They":[19],"instantiate":[20],"conceptual":[22,52],"space":[23,53,59],"using":[24,55],"Hyperspace":[25],"Analogue":[26],"to":[27,30,65],"Language":[28],"(HAL[3]":[29],"generate":[31],"higher":[32],"order":[33],"concepts":[34],"which":[35],"are":[36],"later":[37],"used":[38],"ad-hoc":[40],"retrieval.":[41],"In":[42],"this":[43],"poster,":[44],"we":[45,71],"propose":[46],"an":[47,67,74],"alternative":[48],"implementation":[49,68],"of":[50,81,88],"the":[51,78,86,97],"by":[54],"probabilistic":[57],"HAL":[58,82,99,113],"(pHAL).":[60],"To":[61],"evaluate":[62],"whether":[63],"converting":[64],"such":[66],"is":[69],"beneficial":[70],"have":[72],"performed":[73],"initial":[75],"investigation":[76],"comparing":[77],"concept":[79],"combination":[80],"against":[83],"pHAL":[84,95],"task":[87],"query":[89,104],"expansion.":[90],"Our":[91],"experiments":[92],"indicate":[93],"that":[94,102],"outperforms":[96],"original":[98],"method":[100],"better":[103],"term":[105],"selection":[106],"methods":[107],"can":[108],"improve":[109],"performance":[110],"both":[112],"pHAL.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
