{"id":"https://openalex.org/W2137759725","doi":"https://doi.org/10.1145/1827418.1827471","title":"Logic-based representation, reasoning and machine learning for event recognition","display_name":"Logic-based representation, reasoning and machine learning for event recognition","publication_year":2010,"publication_date":"2010-07-12","ids":{"openalex":"https://openalex.org/W2137759725","doi":"https://doi.org/10.1145/1827418.1827471","mag":"2137759725"},"language":"en","primary_location":{"id":"doi:10.1145/1827418.1827471","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1827418.1827471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems","raw_type":"proceedings-article"},"type":"preprint","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/A5076689521","display_name":"Alexander Artikis","orcid":"https://orcid.org/0000-0001-6899-4599"},"institutions":[{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Alexander Artikis","raw_affiliation_strings":["Institute of Informatics &amp; Telecommunications, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics &amp; Telecommunications, Athens, Greece","institution_ids":["https://openalex.org/I4387152169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010395244","display_name":"\u0393\u03b5\u03ce\u03c1\u03b3\u03b9\u03bf\u03c2 \u03a0\u03b1\u03bb\u03b9\u03bf\u03cd\u03c1\u03b1\u03c2","orcid":"https://orcid.org/0000-0001-9629-2367"},"institutions":[{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Paliouras","raw_affiliation_strings":["Institute of Informatics &amp; Telecommunications, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics &amp; Telecommunications, Athens, Greece","institution_ids":["https://openalex.org/I4387152169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079066445","display_name":"Fran\u00e7ois Portet","orcid":"https://orcid.org/0000-0003-2542-0661"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Portet","raw_affiliation_strings":["Grenoble Universit\u00e9s, Saint Martin d'H\u00e8res, France"],"affiliations":[{"raw_affiliation_string":"Grenoble Universit\u00e9s, Saint Martin d'H\u00e8res, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027397665","display_name":"Anastasios Skarlatidis","orcid":null},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasios Skarlatidis","raw_affiliation_strings":["Institute of Informatics &amp; Telecommunications, Athens, Greece and University of the Aegean, Greece","Institute of Informatics & Telecommunications, Athens, Greece and University of the Aegean, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics &amp; Telecommunications, Athens, Greece and University of the Aegean, Greece","institution_ids":["https://openalex.org/I98805295"]},{"raw_affiliation_string":"Institute of Informatics & Telecommunications, Athens, Greece and University of the Aegean, Greece#TAB#","institution_ids":["https://openalex.org/I98805295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076689521"],"corresponding_institution_ids":["https://openalex.org/I4387152169"],"apc_list":null,"apc_paid":null,"fwci":7.0431,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.9688965,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"282","last_page":"293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9972000122070312,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9972000122070312,"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":0.9959999918937683,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9954000115394592,"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":0.7835920453071594},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6809672713279724},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.562420129776001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.535194993019104},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5223185420036316},{"id":"https://openalex.org/keywords/event-calculus","display_name":"Event calculus","score":0.5148674249649048},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5125269889831543},{"id":"https://openalex.org/keywords/complex-event-processing","display_name":"Complex event processing","score":0.4979989528656006},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.47242844104766846},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4691444933414459},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.397504597902298},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2675287127494812},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16244128346443176},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.10358944535255432}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7835920453071594},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6809672713279724},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.562420129776001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.535194993019104},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5223185420036316},{"id":"https://openalex.org/C18460168","wikidata":"https://www.wikidata.org/wiki/Q5416707","display_name":"Event calculus","level":2,"score":0.5148674249649048},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5125269889831543},{"id":"https://openalex.org/C123606473","wikidata":"https://www.wikidata.org/wiki/Q907918","display_name":"Complex event processing","level":3,"score":0.4979989528656006},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.47242844104766846},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4691444933414459},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.397504597902298},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2675287127494812},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16244128346443176},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.10358944535255432},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1827418.1827471","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1827418.1827471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7997879554","display_name":null,"funder_award_id":"FP7-ICT 231738","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320334960","display_name":"Seventh Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W47392883","https://openalex.org/W158032981","https://openalex.org/W1528438998","https://openalex.org/W1561433714","https://openalex.org/W1570239125","https://openalex.org/W1582915733","https://openalex.org/W1583490506","https://openalex.org/W1585529040","https://openalex.org/W1590983754","https://openalex.org/W1797813944","https://openalex.org/W1815494026","https://openalex.org/W1860880244","https://openalex.org/W1871193478","https://openalex.org/W1977970897","https://openalex.org/W1987902506","https://openalex.org/W1997945384","https://openalex.org/W2006510823","https://openalex.org/W2009605580","https://openalex.org/W2028172653","https://openalex.org/W2058886892","https://openalex.org/W2064889916","https://openalex.org/W2064926466","https://openalex.org/W2084352520","https://openalex.org/W2106649793","https://openalex.org/W2110575115","https://openalex.org/W2125838338","https://openalex.org/W2133532264","https://openalex.org/W2137126099","https://openalex.org/W2139519544","https://openalex.org/W2161874168","https://openalex.org/W2167254662","https://openalex.org/W2167765625","https://openalex.org/W2585105539","https://openalex.org/W2587373731","https://openalex.org/W2610257307","https://openalex.org/W2899987233","https://openalex.org/W2912030006","https://openalex.org/W2963434075","https://openalex.org/W3105206394","https://openalex.org/W4297902851","https://openalex.org/W4298054708","https://openalex.org/W6601926695","https://openalex.org/W6634935605","https://openalex.org/W6680048118"],"related_works":["https://openalex.org/W2066994894","https://openalex.org/W124972161","https://openalex.org/W2915867970","https://openalex.org/W2280871456","https://openalex.org/W2963434075","https://openalex.org/W2397813349","https://openalex.org/W1570239125","https://openalex.org/W2883991821","https://openalex.org/W2072592647","https://openalex.org/W1578979856"],"abstract_inverted_index":{"Today's":[0],"organisations":[1],"require":[2],"techniques":[3],"for":[4],"automated":[5],"transformation":[6],"of":[7,33,41,69,109,119,128],"the":[8,61,105],"large":[9],"data":[10],"volumes":[11],"they":[12,82,88,97],"collect":[13],"during":[14],"their":[15],"operations":[16],"into":[17],"operational":[18],"knowledge.":[19],"This":[20],"requirement":[21],"may":[22],"be":[23,49,92],"addressed":[24],"by":[25,51,100],"employing":[26],"event":[27,54,70,110,121],"recognition":[28,55],"systems":[29,56,64],"that":[30,44],"detect":[31],"activities/events":[32],"special":[34],"significance":[35],"within":[36],"an":[37],"organisation,":[38],"given":[39],"streams":[40],"'low-level'":[42],"information":[43],"is":[45],"very":[46],"difficult":[47],"to":[48,91],"utilised":[50],"humans.":[52],"Numerous":[53],"have":[57,74],"been":[58,75],"proposed":[59],"in":[60,72],"literature.":[62],"Recognition":[63],"with":[65],"a":[66,84],"logic-based":[67,120],"representation":[68],"structures,":[71],"particular,":[73],"attracting":[76],"considerable":[77],"attention":[78],"because,":[79],"among":[80],"others,":[81],"exhibit":[83],"formal,":[85],"declarative":[86],"semantics,":[87],"haven":[89],"proven":[90],"efficient":[93],"and":[94,96,107,123],"scalable,":[95],"are":[98],"supported":[99],"machine":[101],"learning":[102],"tools":[103],"automating":[104],"construction":[106],"refinement":[108],"structures.":[111],"In":[112],"this":[113,129],"paper":[114],"we":[115],"review":[116],"representative":[117],"approaches":[118],"recognition,":[122],"discuss":[124],"open":[125],"research":[126],"issues":[127],"field.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":8}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
