{"id":"https://openalex.org/W1975698389","doi":"https://doi.org/10.1145/1835449.1835677","title":"Introduction to probabilistic models in IR","display_name":"Introduction to probabilistic models in IR","publication_year":2010,"publication_date":"2010-07-19","ids":{"openalex":"https://openalex.org/W1975698389","doi":"https://doi.org/10.1145/1835449.1835677","mag":"1975698389"},"language":"en","primary_location":{"id":"doi:10.1145/1835449.1835677","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1835449.1835677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd 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/A5040085648","display_name":"Victor Lavrenko","orcid":"https://orcid.org/0000-0002-2106-8173"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Victor P. Lavrenko","raw_affiliation_strings":["University of Edinburgh, Edinburgh, United Kingdom","University of Edinburgh, edinburgh, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"University of Edinburgh, edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5040085648"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":2.0811,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90320543,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"905","last_page":"905"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.909500002861023,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.909500002861023,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.7764283418655396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7707879543304443},{"id":"https://openalex.org/keywords/divergence-from-randomness-model","display_name":"Divergence-from-randomness model","score":0.6384410858154297},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.5377535820007324},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5271294116973877},{"id":"https://openalex.org/keywords/probabilistic-relevance-model","display_name":"Probabilistic relevance model","score":0.4825277030467987},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4530780017375946},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.45208847522735596},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42119118571281433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3790265917778015},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3316860795021057},{"id":"https://openalex.org/keywords/probabilistic-analysis-of-algorithms","display_name":"Probabilistic analysis of algorithms","score":0.21817967295646667},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.16027477383613586},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09730255603790283}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7764283418655396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7707879543304443},{"id":"https://openalex.org/C149189445","wikidata":"https://www.wikidata.org/wiki/Q5283894","display_name":"Divergence-from-randomness model","level":3,"score":0.6384410858154297},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.5377535820007324},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5271294116973877},{"id":"https://openalex.org/C143017306","wikidata":"https://www.wikidata.org/wiki/Q3318133","display_name":"Probabilistic relevance model","level":4,"score":0.4825277030467987},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4530780017375946},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.45208847522735596},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42119118571281433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3790265917778015},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3316860795021057},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.21817967295646667},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.16027477383613586},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09730255603790283}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1835449.1835677","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1835449.1835677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2476087333","https://openalex.org/W1981200123","https://openalex.org/W2047031127","https://openalex.org/W2060704583","https://openalex.org/W1592871157","https://openalex.org/W4238495367","https://openalex.org/W2057062109","https://openalex.org/W4254087122","https://openalex.org/W3136891595","https://openalex.org/W2059894543"],"abstract_inverted_index":{"Most":[0],"of":[1,20,39],"today's":[2],"state-of-the-art":[3],"retrieval":[4,28],"models,":[5],"including":[6],"BM25":[7],"and":[8,31],"language":[9],"modeling,":[10],"are":[11],"grounded":[12],"in":[13],"probabilistic":[14],"principles.":[15],"Having":[16],"a":[17],"working":[18],"understanding":[19,38],"these":[21],"principles":[22],"can":[23,43],"help":[24],"researchers":[25],"understand":[26],"existing":[27],"models":[29,42],"better":[30],"also":[32],"provide":[33],"industrial":[34],"practitioners":[35],"with":[36],"an":[37],"how":[40],"such":[41],"be":[44],"applied":[45],"to":[46],"real":[47],"world":[48],"problems.":[49]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
