{"id":"https://openalex.org/W185952969","doi":"https://doi.org/10.3233/978-1-61499-098-7-738","title":"Large-scale Parallel Stratified Defeasible Reasoning","display_name":"Large-scale Parallel Stratified Defeasible Reasoning","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W185952969","doi":"https://doi.org/10.3233/978-1-61499-098-7-738","mag":"185952969"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-098-7-738","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-098-7-738","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-098-7-738","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010070911","display_name":"Ilias Tachmazidis","orcid":"https://orcid.org/0000-0002-9052-7329"},"institutions":[{"id":"https://openalex.org/I4210121775","display_name":"FORTH Institute of Computer Science","ror":"https://ror.org/02tf48g55","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210121775","https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Tachmazidis Ilias","raw_affiliation_strings":["Institute of Computer Science, FORTH and Institute of Computer Science, FORTH#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, FORTH and Institute of Computer Science, FORTH#TAB#","institution_ids":["https://openalex.org/I4210121775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018289832","display_name":"Grigoris Antoniou","orcid":"https://orcid.org/0000-0003-3673-6602"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ","GR"],"is_corresponding":false,"raw_author_name":"Antoniou Grigoris","raw_affiliation_strings":["Institute of Computer Science, FORTH and Department of Computer Science, University of Crete#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, FORTH and Department of Computer Science, University of Crete#TAB#","institution_ids":["https://openalex.org/I142617266","https://openalex.org/I4210155092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035032490","display_name":"Giorgos Flouris","orcid":"https://orcid.org/0000-0002-8937-4118"},"institutions":[{"id":"https://openalex.org/I4210121775","display_name":"FORTH Institute of Computer Science","ror":"https://ror.org/02tf48g55","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210121775","https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Flouris Giorgos","raw_affiliation_strings":["Institute of Computer Science, FORTH#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, FORTH#TAB#","institution_ids":["https://openalex.org/I4210121775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080188233","display_name":"Spyros Kotoulas","orcid":"https://orcid.org/0000-0003-4754-6433"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kotoulas Spyros","raw_affiliation_strings":["University of Huddersfield, UK"],"affiliations":[{"raw_affiliation_string":"University of Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010229910","display_name":"T.L. McCluskey","orcid":"https://orcid.org/0000-0001-8181-8127"},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"McCluskey Lee","raw_affiliation_strings":["IBM Research, IBM Ireland#TAB#"],"affiliations":[{"raw_affiliation_string":"IBM Research, IBM Ireland#TAB#","institution_ids":["https://openalex.org/I4210145784"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5010070911"],"corresponding_institution_ids":["https://openalex.org/I4210121775"],"apc_list":null,"apc_paid":null,"fwci":3.483,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93417476,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","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/T10215","display_name":"Semantic Web and Ontologies","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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9987999796867371,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9970999956130981,"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/scale","display_name":"Scale (ratio)","score":0.6177495718002319},{"id":"https://openalex.org/keywords/defeasible-reasoning","display_name":"Defeasible reasoning","score":0.6052773594856262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5437241196632385},{"id":"https://openalex.org/keywords/defeasible-estate","display_name":"Defeasible estate","score":0.41869041323661804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.318134605884552},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12040609121322632},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08372166752815247}],"concepts":[{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6177495718002319},{"id":"https://openalex.org/C140843580","wikidata":"https://www.wikidata.org/wiki/Q840067","display_name":"Defeasible reasoning","level":2,"score":0.6052773594856262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5437241196632385},{"id":"https://openalex.org/C193856179","wikidata":"https://www.wikidata.org/wiki/Q5251100","display_name":"Defeasible estate","level":2,"score":0.41869041323661804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.318134605884552},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12040609121322632},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08372166752815247}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-61499-098-7-738","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-098-7-738","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:openaire/2d8d9b6a-d92e-4301-99a1-34b03e84da9c","is_oa":false,"landing_page_url":"https://pure.hud.ac.uk/en/publications/2d8d9b6a-d92e-4301-99a1-34b03e84da9c","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"McCluskey, L, Antoniou, G, Tachmazidis, I, Flouris, G & Kotoulas, S 2012, Large-scale Parallel Stratified Defeasible Reasoning. in ECAI 2012 - 20th European Conference on Artificial Intelligence, 27-31 August 2012, Montpellier, France - Including Prestigious Applications of Artificial Intelligence (PAIS-2012) System Demonstration. Frontiers in Artificial Intelligence and Applications, vol. 242, IOS Press, pp. 738-743. https://doi.org/10.3233/978-1-61499-098-7-738","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:eprints.hud.ac.uk:15918","is_oa":true,"landing_page_url":null,"pdf_url":"http://eprints.hud.ac.uk/id/eprint/15918/5/FAIA242-0738.pdf","source":{"id":"https://openalex.org/S4306401852","display_name":"University of Huddersfield Repository (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Chapter"}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-098-7-738","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-098-7-738","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W20358917","https://openalex.org/W80584420","https://openalex.org/W96994305","https://openalex.org/W131488548","https://openalex.org/W1548616358","https://openalex.org/W1598377208","https://openalex.org/W1964050638","https://openalex.org/W1983094331","https://openalex.org/W2014343072","https://openalex.org/W2015191210","https://openalex.org/W2075620950","https://openalex.org/W2099052309","https://openalex.org/W2103847867","https://openalex.org/W2118078906","https://openalex.org/W2141970373","https://openalex.org/W2144692597","https://openalex.org/W2173213060","https://openalex.org/W2285336770","https://openalex.org/W2949609931","https://openalex.org/W3171591208","https://openalex.org/W4229554797","https://openalex.org/W4298424870","https://openalex.org/W4386450904"],"related_works":["https://openalex.org/W2969415202","https://openalex.org/W2810795263","https://openalex.org/W2540254214","https://openalex.org/W2380969826","https://openalex.org/W2098238158","https://openalex.org/W2481680351","https://openalex.org/W151947385","https://openalex.org/W2077212436","https://openalex.org/W4243507758","https://openalex.org/W2964084085"],"abstract_inverted_index":{"We":[0,102],"are":[1,59],"recently":[2],"experiencing":[3],"an":[4],"unprecedented":[5],"explosion":[6],"of":[7,29,49,61,65,80,110,116,147,159],"available":[8],"data":[9,66,148],"coming":[10],"from":[11,26,119],"the":[12,27,47,78,88,114,153],"Web,":[13],"sensors":[14],"readings,":[15],"scientific":[16],"databases,":[17],"government":[18],"authorities":[19],"and":[20,52,83,151],"more.":[21],"Such":[22],"datasets":[23],"could":[24],"benefit":[25],"introduction":[28],"rule":[30],"sets":[31],"encoding":[32],"commonly":[33],"accepted":[34],"rules":[35,98],"or":[36,39],"facts,":[37],"application-":[38],"domain-specific":[40],"rules,":[41],"commonsense":[42],"knowledge":[43,56],"etc.":[44],"This":[45],"raises":[46],"question":[48],"whether,":[50],"how,":[51],"to":[53,94,121,155,157],"what":[54],"extent":[55],"representation":[57],"methods":[58],"capable":[60],"handling":[62],"huge":[63,100],"amounts":[64],"for":[67],"these":[68],"applications.":[69],"In":[70],"this":[71],"paper,":[72],"we":[73],"consider":[74],"inconsistency-tolerant":[75],"reasoning":[76,132,144],"in":[77],"form":[79],"defeasible":[81,97,143],"logic,":[82],"analyze":[84],"how":[85],"parallelization,":[86],"using":[87],"MapReduce":[89],"framework,":[90],"can":[91],"be":[92],"used":[93],"reason":[95],"with":[96,108,133,145],"over":[99],"datasets.":[101],"extend":[103],"previous":[104],"work":[105],"by":[106],"dealing":[107],"predicates":[109,123],"arbitrary":[111],"arity,":[112],"under":[113],"assumption":[115],"stratification.":[117],"Moving":[118],"unary":[120],"multi-arity":[122],"is":[124,149],"a":[125],"decisive":[126],"step":[127],"towards":[128],"practical":[129],"applications,":[130],"e.g.":[131],"linked":[134],"open":[135],"(RDF)":[136],"data.":[137],"Our":[138],"experimental":[139],"results":[140],"demonstrate":[141],"that":[142],"millions":[146],"performant,":[150],"has":[152],"potential":[154],"scale":[156],"billions":[158],"facts.":[160]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2016-06-24T00:00:00"}