{"id":"https://openalex.org/W1993557722","doi":"https://doi.org/10.1145/2524828.2524832","title":"On the modelling of ranking algorithms in probabilistic datalog","display_name":"On the modelling of ranking algorithms in probabilistic datalog","publication_year":2013,"publication_date":"2013-08-30","ids":{"openalex":"https://openalex.org/W1993557722","doi":"https://doi.org/10.1145/2524828.2524832","mag":"1993557722"},"language":"en","primary_location":{"id":"doi:10.1145/2524828.2524832","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2524828.2524832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Workshop on Ranking in Databases","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/A5008157952","display_name":"Thomas Roelleke","orcid":null},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thomas Roelleke","raw_affiliation_strings":["Queen Mary University of London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen Mary University of London, London, United Kingdom","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040686698","display_name":"Marco Bonzanini","orcid":null},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marco Bonzanini","raw_affiliation_strings":["Queen Mary University of London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen Mary University of London, London, United Kingdom","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087760116","display_name":"Miguel Martinez-Alvarez","orcid":null},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Miguel Martinez-Alvarez","raw_affiliation_strings":["Queen Mary University of London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen Mary University of London, London, United Kingdom","institution_ids":["https://openalex.org/I166337079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I166337079"],"apc_list":null,"apc_paid":null,"fwci":0.2288,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45143309,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9994000196456909,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9994000196456909,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9991000294685364,"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":0.9990000128746033,"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/datalog","display_name":"Datalog","score":0.9439042806625366},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7913200855255127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7810457944869995},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7112138867378235},{"id":"https://openalex.org/keywords/divergence-from-randomness-model","display_name":"Divergence-from-randomness model","score":0.6537469625473022},{"id":"https://openalex.org/keywords/probabilistic-relevance-model","display_name":"Probabilistic relevance model","score":0.6182218790054321},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.5249428749084473},{"id":"https://openalex.org/keywords/probabilistic-database","display_name":"Probabilistic database","score":0.5244962573051453},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5198181867599487},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5009112358093262},{"id":"https://openalex.org/keywords/probabilistic-ctl","display_name":"Probabilistic CTL","score":0.4668980538845062},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.4660561978816986},{"id":"https://openalex.org/keywords/ranking-svm","display_name":"Ranking SVM","score":0.44296663999557495},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.43345656991004944},{"id":"https://openalex.org/keywords/probabilistic-analysis-of-algorithms","display_name":"Probabilistic analysis of algorithms","score":0.3805370628833771},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37209558486938477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33525756001472473},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30268609523773193},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2114238142967224},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15238729119300842},{"id":"https://openalex.org/keywords/database-theory","display_name":"Database theory","score":0.08705434203147888}],"concepts":[{"id":"https://openalex.org/C148230440","wikidata":"https://www.wikidata.org/wiki/Q1172264","display_name":"Datalog","level":2,"score":0.9439042806625366},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7913200855255127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7810457944869995},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7112138867378235},{"id":"https://openalex.org/C149189445","wikidata":"https://www.wikidata.org/wiki/Q5283894","display_name":"Divergence-from-randomness model","level":3,"score":0.6537469625473022},{"id":"https://openalex.org/C143017306","wikidata":"https://www.wikidata.org/wiki/Q3318133","display_name":"Probabilistic relevance model","level":4,"score":0.6182218790054321},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.5249428749084473},{"id":"https://openalex.org/C174539288","wikidata":"https://www.wikidata.org/wiki/Q7246853","display_name":"Probabilistic database","level":4,"score":0.5244962573051453},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5198181867599487},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5009112358093262},{"id":"https://openalex.org/C52063229","wikidata":"https://www.wikidata.org/wiki/Q7246845","display_name":"Probabilistic CTL","level":4,"score":0.4668980538845062},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.4660561978816986},{"id":"https://openalex.org/C124975894","wikidata":"https://www.wikidata.org/wiki/Q7293290","display_name":"Ranking SVM","level":3,"score":0.44296663999557495},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.43345656991004944},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.3805370628833771},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37209558486938477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33525756001472473},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30268609523773193},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2114238142967224},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15238729119300842},{"id":"https://openalex.org/C12439846","wikidata":"https://www.wikidata.org/wiki/Q4809258","display_name":"Database theory","level":3,"score":0.08705434203147888},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2524828.2524832","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2524828.2524832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Workshop on Ranking in Databases","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":27,"referenced_works":["https://openalex.org/W196525990","https://openalex.org/W1529555791","https://openalex.org/W1535279741","https://openalex.org/W1593745525","https://openalex.org/W1595454609","https://openalex.org/W1824334818","https://openalex.org/W1992609556","https://openalex.org/W2003298360","https://openalex.org/W2018026600","https://openalex.org/W2021508268","https://openalex.org/W2024932032","https://openalex.org/W2034267313","https://openalex.org/W2035372089","https://openalex.org/W2035688856","https://openalex.org/W2043909051","https://openalex.org/W2050398269","https://openalex.org/W2054284548","https://openalex.org/W2078686663","https://openalex.org/W2084946067","https://openalex.org/W2093390569","https://openalex.org/W2105157020","https://openalex.org/W2106244408","https://openalex.org/W2119766618","https://openalex.org/W2144416276","https://openalex.org/W2154757770","https://openalex.org/W4206765718","https://openalex.org/W4256250826"],"related_works":["https://openalex.org/W4238495367","https://openalex.org/W2749065928","https://openalex.org/W3028746955","https://openalex.org/W3132053208","https://openalex.org/W2338191200","https://openalex.org/W1511196089","https://openalex.org/W659627318","https://openalex.org/W3168443568","https://openalex.org/W2885060380","https://openalex.org/W1977138429"],"abstract_inverted_index":{"TF-IDF,":[0],"BM25,":[1],"language":[2],"modelling":[3,81],"(LM),":[4],"and":[5,40],"divergence-from-randomness":[6],"(DFR)":[7],"are":[8],"popular":[9],"ranking":[10,24,44,50,82],"models.":[11],"Providing":[12],"logical":[13,27],"abstraction":[14,28],"for":[15,80],"information":[16],"search":[17],"is":[18,53],"important,":[19],"but":[20],"the":[21,43,49,71],"implementation":[22],"of":[23,64,73],"algorithms":[25,45],"in":[26],"layers":[29],"such":[30],"as":[31],"probabilistic":[32,47,62,74],"Datalog":[33,75],"leads":[34],"to":[35,57,76],"many":[36],"challenges":[37],"regarding":[38],"expressiveness":[39],"scalability.":[41],"Though":[42],"have":[46],"roots,":[48],"score":[51],"often":[52],"not":[54],"probabilistic,":[55],"leading":[56],"unsafe":[58],"programs":[59],"from":[60],"a":[61],"point":[63],"view.":[65],"In":[66],"this":[67],"paper,":[68],"we":[69],"describe":[70],"evolution":[72],"provide":[77],"concepts":[78],"required":[79],"algorithms.":[83]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
