{"id":"https://openalex.org/W2325239532","doi":"https://doi.org/10.5220/0005625603520357","title":"Towards Constructive Abduction - Solving Abductive Problems with Constraint Programming","display_name":"Towards Constructive Abduction - Solving Abductive Problems with Constraint Programming","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2325239532","doi":"https://doi.org/10.5220/0005625603520357","mag":"2325239532"},"language":"en","primary_location":{"id":"doi:10.5220/0005625603520357","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005625603520357","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005625603520357","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024298517","display_name":"Antoni Lig\u0119za","orcid":"https://orcid.org/0000-0002-6573-4246"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Antoni Lig\u0119za","raw_affiliation_strings":["AGH - University of Science and Technology, Poland"],"affiliations":[{"raw_affiliation_string":"AGH - University of Science and Technology, Poland","institution_ids":["https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024298517"],"corresponding_institution_ids":["https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":0.4314,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78389527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"352","last_page":"357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9914000034332275,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9904000163078308,"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/constructive","display_name":"Constructive","score":0.7069807052612305},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6620937585830688},{"id":"https://openalex.org/keywords/constraint-programming","display_name":"Constraint programming","score":0.6520018577575684},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5948604345321655},{"id":"https://openalex.org/keywords/abductive-reasoning","display_name":"Abductive reasoning","score":0.5283154845237732},{"id":"https://openalex.org/keywords/constraint-satisfaction","display_name":"Constraint satisfaction","score":0.47971242666244507},{"id":"https://openalex.org/keywords/constraint-satisfaction-problem","display_name":"Constraint satisfaction problem","score":0.44830432534217834},{"id":"https://openalex.org/keywords/concurrent-constraint-logic-programming","display_name":"Concurrent constraint logic programming","score":0.4436621069908142},{"id":"https://openalex.org/keywords/constraint-logic-programming","display_name":"Constraint logic programming","score":0.44139716029167175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38442185521125793},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.383057177066803},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.36286622285842896},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.320888876914978},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20284199714660645},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.07928332686424255},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.07812896370887756}],"concepts":[{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.7069807052612305},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6620937585830688},{"id":"https://openalex.org/C173404611","wikidata":"https://www.wikidata.org/wiki/Q528588","display_name":"Constraint programming","level":3,"score":0.6520018577575684},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5948604345321655},{"id":"https://openalex.org/C166088908","wikidata":"https://www.wikidata.org/wiki/Q308495","display_name":"Abductive reasoning","level":2,"score":0.5283154845237732},{"id":"https://openalex.org/C44616089","wikidata":"https://www.wikidata.org/wiki/Q30158686","display_name":"Constraint satisfaction","level":3,"score":0.47971242666244507},{"id":"https://openalex.org/C199622910","wikidata":"https://www.wikidata.org/wiki/Q1128326","display_name":"Constraint satisfaction problem","level":3,"score":0.44830432534217834},{"id":"https://openalex.org/C204306468","wikidata":"https://www.wikidata.org/wiki/Q5159106","display_name":"Concurrent constraint logic programming","level":5,"score":0.4436621069908142},{"id":"https://openalex.org/C176783269","wikidata":"https://www.wikidata.org/wiki/Q5164378","display_name":"Constraint logic programming","level":4,"score":0.44139716029167175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38442185521125793},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.383057177066803},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.36286622285842896},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.320888876914978},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20284199714660645},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.07928332686424255},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.07812896370887756},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0005625603520357","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005625603520357","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0005625603520357","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005625603520357","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"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/W1531664660","https://openalex.org/W1486916474","https://openalex.org/W2097415053","https://openalex.org/W2500041535","https://openalex.org/W1563755460","https://openalex.org/W4303044088","https://openalex.org/W2032348095","https://openalex.org/W1820477541","https://openalex.org/W2117339357","https://openalex.org/W2386374330"],"abstract_inverted_index":{"Abduction":[0],"can":[1,89],"be":[2,90,109],"considered":[3],"as":[4],"a":[5,49,69,127,158,162],"principal":[6],"way":[7],"of":[8,17,31,51,68,71,81,105,130,138,161],"reasoning":[9,94],"for":[10,43],"problem":[11],"solving.":[12],"Abductive":[13],"inference":[14,125],"consists\r\n\r\nin":[15],"generation":[16],"hypotheses":[18,64,88],"which":[19],"explain":[20],"\u00e2\u0080\u0094":[21,25],"or":[22,53],"logically":[23],"imply":[24],"the":[26,63,66],"phenomenon":[27],"under":[28],"investigation":[29],"in\r\n\r\nview":[30],"accessible":[32],"background":[33],"knowledge":[34],"and":[35,56,75],"are":[36,107],"consistent":[37],"with":[38,48,95,157],"all":[39],"other":[40],"observations.":[41],"Looking":[42],"such\r\n\r\nhypotheses":[44],"is":[45,148,155],"typically":[46],"performed":[47],"spectrum":[50],"trial-and-error":[52],"search":[54,97,113],"methods":[55],"tools.":[57],"In":[58,99,116],"case\r\n\r\nof":[59],"purely":[60],"logical":[61],"statements":[62],"take":[65],"form":[67],"set":[70],"facts,":[72],"both":[73],"positive":[74],"negative":[76],"ones.\r\n\r\nFor":[77],"example,":[78],"in":[79,133],"case":[80],"model":[82],"based":[83,93],"diagnostic":[84,87,159],"reasoning,":[85],"such":[86,123],"generated":[91],"by\r\n\r\nconsistency":[92],"minimal":[96],"effort.":[98],"more":[100],"complex":[101],"cases,":[102],"where":[103],"values":[104],"certain\r\n\r\nvariables":[106],"to":[108,121,135,149],"found,":[110],"pure":[111],"backtracking":[112],"becomes":[114],"inefficient.":[115],"this":[117,146],"paper":[118],"we":[119],"attempt":[120],"put\r\n\r\nforward":[122],"abductive":[124],"into":[126],"formal":[128],"framework":[129],"Constraint":[131],"Programming":[132],"order":[134],"enable":[136],"the\r\n\r\nuse":[137],"constraint":[139],"propagation":[140],"techniques.":[141],"The":[142,153],"main":[143],"idea":[144],"behind":[145],"approach":[147],"make":[150],"abduction":[151],"more\r\n\r\nconstructive.":[152],"discussion":[154],"illustrated":[156],"example":[160],"multiplier-adder":[163],"system.":[164]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
