{"id":"https://openalex.org/W2526651836","doi":"https://doi.org/10.1109/tciaig.2015.2490279","title":"Statistical Relational Learning for Game Theory","display_name":"Statistical Relational Learning for Game Theory","publication_year":2015,"publication_date":"2015-10-14","ids":{"openalex":"https://openalex.org/W2526651836","doi":"https://doi.org/10.1109/tciaig.2015.2490279","mag":"2526651836"},"language":"en","primary_location":{"id":"doi:10.1109/tciaig.2015.2490279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tciaig.2015.2490279","pdf_url":null,"source":{"id":"https://openalex.org/S4210179349","display_name":"IEEE Transactions on Computational Intelligence and AI in Games","issn_l":"1943-068X","issn":["1943-068X","1943-0698"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Intelligence and AI in Games","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11380/1122702","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062424045","display_name":"Marco Lippi","orcid":"https://orcid.org/0000-0002-9663-1071"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marco Lippi","raw_affiliation_strings":["Dipartimento di Informatica-Scienza e Ingegneria, Universit\u00e0 degli Studi di Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica-Scienza e Ingegneria, Universit\u00e0 degli Studi di Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5062424045"],"corresponding_institution_ids":["https://openalex.org/I9360294"],"apc_list":null,"apc_paid":null,"fwci":0.4462,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80020258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":"4","first_page":"412","last_page":"425"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998000264167786,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998000264167786,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9430999755859375,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9253000020980835,"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/graphical-model","display_name":"Graphical model","score":0.7572355270385742},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7335788011550903},{"id":"https://openalex.org/keywords/statistical-relational-learning","display_name":"Statistical relational learning","score":0.6988165974617004},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6081741452217102},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.5388246774673462},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5187059044837952},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5124390721321106},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5082749724388123},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4866398274898529},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.47126269340515137},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4695257246494293},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.24573367834091187},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21385490894317627}],"concepts":[{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.7572355270385742},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7335788011550903},{"id":"https://openalex.org/C177877439","wikidata":"https://www.wikidata.org/wiki/Q7604413","display_name":"Statistical relational learning","level":3,"score":0.6988165974617004},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6081741452217102},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.5388246774673462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5187059044837952},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5124390721321106},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5082749724388123},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4866398274898529},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.47126269340515137},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4695257246494293},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.24573367834091187},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21385490894317627},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tciaig.2015.2490279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tciaig.2015.2490279","pdf_url":null,"source":{"id":"https://openalex.org/S4210179349","display_name":"IEEE Transactions on Computational Intelligence and AI in Games","issn_l":"1943-068X","issn":["1943-068X","1943-0698"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Intelligence and AI in Games","raw_type":"journal-article"},{"id":"pmh:oai:flore.unifi.it:2158/1356470","is_oa":false,"landing_page_url":"https://hdl.handle.net/2158/1356470","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unimore.it:11380/1122702","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1122702","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/1122702","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1122702","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":117,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W42392872","https://openalex.org/W55914417","https://openalex.org/W73939759","https://openalex.org/W92973652","https://openalex.org/W121830907","https://openalex.org/W124040947","https://openalex.org/W127700604","https://openalex.org/W130755728","https://openalex.org/W203049729","https://openalex.org/W1488560674","https://openalex.org/W1489817210","https://openalex.org/W1501299699","https://openalex.org/W1504694836","https://openalex.org/W1506806321","https://openalex.org/W1509628602","https://openalex.org/W1515653062","https://openalex.org/W1523817461","https://openalex.org/W1531743498","https://openalex.org/W1536217426","https://openalex.org/W1542941925","https://openalex.org/W1551447511","https://openalex.org/W1557517019","https://openalex.org/W1562506262","https://openalex.org/W1563950057","https://openalex.org/W1567834937","https://openalex.org/W1569180944","https://openalex.org/W1570963478","https://openalex.org/W1601600618","https://openalex.org/W1607205948","https://openalex.org/W1689629105","https://openalex.org/W1815494026","https://openalex.org/W1824971879","https://openalex.org/W1856314200","https://openalex.org/W1890589545","https://openalex.org/W1947291763","https://openalex.org/W1964821516","https://openalex.org/W1972910244","https://openalex.org/W1973039793","https://openalex.org/W1977970897","https://openalex.org/W1987902506","https://openalex.org/W1997840820","https://openalex.org/W2000388891","https://openalex.org/W2018839436","https://openalex.org/W2028145673","https://openalex.org/W2033072307","https://openalex.org/W2033139244","https://openalex.org/W2033468807","https://openalex.org/W2044155094","https://openalex.org/W2048919592","https://openalex.org/W2062663664","https://openalex.org/W2084943080","https://openalex.org/W2094687257","https://openalex.org/W2107272354","https://openalex.org/W2107726111","https://openalex.org/W2111141597","https://openalex.org/W2114190652","https://openalex.org/W2116087203","https://openalex.org/W2123659025","https://openalex.org/W2124067180","https://openalex.org/W2125055259","https://openalex.org/W2126185296","https://openalex.org/W2127224665","https://openalex.org/W2130416410","https://openalex.org/W2134264591","https://openalex.org/W2134768353","https://openalex.org/W2139193890","https://openalex.org/W2141112037","https://openalex.org/W2141876475","https://openalex.org/W2144429462","https://openalex.org/W2145147424","https://openalex.org/W2145339207","https://openalex.org/W2159262772","https://openalex.org/W2160135758","https://openalex.org/W2165814897","https://openalex.org/W2169992051","https://openalex.org/W2174063951","https://openalex.org/W2199385070","https://openalex.org/W2211617018","https://openalex.org/W2216069195","https://openalex.org/W2307344796","https://openalex.org/W2330024298","https://openalex.org/W2487770199","https://openalex.org/W2503079136","https://openalex.org/W2508573783","https://openalex.org/W2521075165","https://openalex.org/W2575731723","https://openalex.org/W2949501655","https://openalex.org/W2952485636","https://openalex.org/W3112180085","https://openalex.org/W4234761190","https://openalex.org/W4243702932","https://openalex.org/W4298054708","https://openalex.org/W4300868862","https://openalex.org/W6601709131","https://openalex.org/W6602299119","https://openalex.org/W6602986204","https://openalex.org/W6603669155","https://openalex.org/W6604969987","https://openalex.org/W6605229884","https://openalex.org/W6605238104","https://openalex.org/W6607657359","https://openalex.org/W6608338930","https://openalex.org/W6630626424","https://openalex.org/W6634004255","https://openalex.org/W6635963527","https://openalex.org/W6640581306","https://openalex.org/W6676007687","https://openalex.org/W6680105153","https://openalex.org/W6680779052","https://openalex.org/W6683733446","https://openalex.org/W6684531356","https://openalex.org/W6685111421","https://openalex.org/W6688055937","https://openalex.org/W6726972814","https://openalex.org/W6997137768","https://openalex.org/W7001733342"],"related_works":["https://openalex.org/W3183113072","https://openalex.org/W2126934800","https://openalex.org/W2187019487","https://openalex.org/W1976743651","https://openalex.org/W1715419791","https://openalex.org/W643788828","https://openalex.org/W2158940596","https://openalex.org/W4200510307","https://openalex.org/W2951143028","https://openalex.org/W2484652232"],"abstract_inverted_index":{"In":[0],"this":[1,57],"paper,":[2],"we":[3],"motivate":[4],"the":[5,12,23,26,32,39,88,118,136,142,145],"use":[6],"of":[7,14,28,35,41,69,120,135,144],"models":[8,44,60],"and":[9,25,50,78],"algorithms":[10,82,105],"from":[11],"area":[13],"Statistical":[15],"Relational":[16],"Learning":[17],"(SRL)":[18],"as":[19,92,94],"a":[20,124],"framework":[21],"for":[22,56],"description":[24],"analysis":[27],"games.":[29,80],"SRL":[30,59,139],"combines":[31],"powerful":[33],"formalism":[34],"first-order":[36],"logic":[37,115,132],"with":[38,73,123],"capability":[40],"probabilistic":[42,114],"graphical":[43,76],"in":[45,48,109],"handling":[46],"uncertainty":[47],"data":[49],"representing":[51],"dependencies":[52],"between":[53],"random":[54],"variables:":[55],"reason,":[58],"can":[61,83,106],"be":[62,84,107],"effectively":[63],"used":[64,85,138],"to":[65,86,95,111],"represent":[66],"several":[67],"categories":[68],"games,":[70],"including":[71],"games":[72,77],"partial":[74],"information,":[75],"stochastic":[79],"Inference":[81],"approach":[87],"opponent":[89,122],"modeling":[90],"problem,":[91],"well":[93],"find":[96],"Nash":[97],"equilibria":[98],"or":[99],"Pareto":[100],"optimal":[101],"solutions.":[102],"Structure":[103],"learning":[104],"applied,":[108],"order":[110],"automatically":[112],"extract":[113],"clauses":[116],"describing":[117],"strategies":[119],"an":[121],"high-level,":[125],"human-interpretable":[126],"formalism.":[127],"Experiments":[128],"conducted":[129],"using":[130],"Markov":[131],"networks,":[133],"one":[134],"most":[137],"frameworks,":[140],"show":[141],"potential":[143],"approach.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}