{"id":"https://openalex.org/W2049424801","doi":"https://doi.org/10.1145/1774088.1774379","title":"Extracting ontology concept hierarchies from text using Markov logic","display_name":"Extracting ontology concept hierarchies from text using Markov logic","publication_year":2010,"publication_date":"2010-03-22","ids":{"openalex":"https://openalex.org/W2049424801","doi":"https://doi.org/10.1145/1774088.1774379","mag":"2049424801"},"language":"en","primary_location":{"id":"doi:10.1145/1774088.1774379","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1774088.1774379","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 ACM Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","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/A5014374789","display_name":"Lucas Drumond","orcid":null},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Lucas Drumond","raw_affiliation_strings":["Federal University of Maranh\u00e3o, S\u00e3o Lu\u00eds - MA, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Maranh\u00e3o, S\u00e3o Lu\u00eds - MA, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005464810","display_name":"Rosario Girardi","orcid":null},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rosario Girardi","raw_affiliation_strings":["Federal University of Maranh\u00e3o, S\u00e3o Lu\u00eds - MA, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Maranh\u00e3o, S\u00e3o Lu\u00eds - MA, Brazil","institution_ids":["https://openalex.org/I47327664"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014374789"],"corresponding_institution_ids":["https://openalex.org/I47327664"],"apc_list":null,"apc_paid":null,"fwci":1.8042,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.87118366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1354","last_page":"1358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9986000061035156,"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":0.998199999332428,"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":0.8475329875946045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6523815393447876},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.615673840045929},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5937967300415039},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5503031611442566},{"id":"https://openalex.org/keywords/statistical-relational-learning","display_name":"Statistical relational learning","score":0.5337159633636475},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5131264328956604},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.4993314743041992},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4713558554649353},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4511999487876892},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.44343307614326477},{"id":"https://openalex.org/keywords/ontology-learning","display_name":"Ontology learning","score":0.42317143082618713},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.3967776298522949},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3705405592918396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36084991693496704},{"id":"https://openalex.org/keywords/process-ontology","display_name":"Process ontology","score":0.28526031970977783},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.1385207176208496},{"id":"https://openalex.org/keywords/suggested-upper-merged-ontology","display_name":"Suggested Upper Merged Ontology","score":0.12290668487548828}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8475329875946045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6523815393447876},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.615673840045929},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5937967300415039},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5503031611442566},{"id":"https://openalex.org/C177877439","wikidata":"https://www.wikidata.org/wiki/Q7604413","display_name":"Statistical relational learning","level":3,"score":0.5337159633636475},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5131264328956604},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.4993314743041992},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4713558554649353},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4511999487876892},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.44343307614326477},{"id":"https://openalex.org/C2777002027","wikidata":"https://www.wikidata.org/wiki/Q3620938","display_name":"Ontology learning","level":5,"score":0.42317143082618713},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.3967776298522949},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3705405592918396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36084991693496704},{"id":"https://openalex.org/C137003198","wikidata":"https://www.wikidata.org/wiki/Q7247296","display_name":"Process ontology","level":3,"score":0.28526031970977783},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.1385207176208496},{"id":"https://openalex.org/C50971890","wikidata":"https://www.wikidata.org/wiki/Q7635093","display_name":"Suggested Upper Merged Ontology","level":4,"score":0.12290668487548828},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1774088.1774379","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1774088.1774379","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 ACM Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W121830907","https://openalex.org/W142778572","https://openalex.org/W201528229","https://openalex.org/W203049729","https://openalex.org/W1482328859","https://openalex.org/W1489800245","https://openalex.org/W1508977358","https://openalex.org/W1528321674","https://openalex.org/W1607983314","https://openalex.org/W1977970897","https://openalex.org/W1978394996","https://openalex.org/W2038721957","https://openalex.org/W2040974535","https://openalex.org/W2043336765","https://openalex.org/W2068737686","https://openalex.org/W2097915776","https://openalex.org/W2100377551","https://openalex.org/W2123982464","https://openalex.org/W2124067180","https://openalex.org/W2125027602","https://openalex.org/W2130416410","https://openalex.org/W2139212933","https://openalex.org/W2142086811","https://openalex.org/W2157401733","https://openalex.org/W2163040665","https://openalex.org/W2163112723","https://openalex.org/W2238904277","https://openalex.org/W2593286162","https://openalex.org/W2886362482","https://openalex.org/W3193477162","https://openalex.org/W4235505822","https://openalex.org/W4243051040","https://openalex.org/W4285719527","https://openalex.org/W6689832025"],"related_works":["https://openalex.org/W3181676408","https://openalex.org/W1549959306","https://openalex.org/W320292658","https://openalex.org/W2186138942","https://openalex.org/W2806326686","https://openalex.org/W2001007279","https://openalex.org/W2079674650","https://openalex.org/W2945061532","https://openalex.org/W2329000834","https://openalex.org/W2389834944"],"abstract_inverted_index":{"Ontologies":[0],"have":[1],"proven":[2],"to":[3,37],"be":[4],"a":[5],"powerful":[6],"tool":[7],"for":[8,33,43,58,73,87],"many":[9,77],"tasks":[10],"such":[11],"as":[12],"natural":[13,70],"language":[14,71],"processing":[15,72],"and":[16,19,28,69,90],"information":[17],"filtering":[18],"retrieval.":[20],"However":[21],"their":[22],"development":[23],"is":[24,36,91,101],"an":[25,56],"error":[26],"prone":[27],"expensive":[29],"task.":[30],"One":[31],"approach":[32,57,100],"this":[34,88],"problem":[35],"provide":[38],"automatic":[39],"or":[40],"semi-automatic":[41],"support":[42],"ontology":[44],"construction.":[45],"This":[46],"work":[47],"presents":[48],"the":[49,98],"Probabilistic":[50],"Relational":[51],"Hierarchy":[52],"Extraction":[53],"(PREHE)":[54],"technique,":[55],"extracting":[59],"concept":[60],"hierarchies":[61],"from":[62,76],"text":[63],"that":[64],"uses":[65],"statistical":[66],"relational":[67],"learning":[68],"combining":[74],"cues":[75],"state-of-the-art":[78],"techniques.":[79],"A":[80,94],"Markov":[81],"Logic":[82],"Network":[83],"has":[84],"been":[85],"developed":[86],"task":[89],"described":[92],"here.":[93],"preliminary":[95],"evaluation":[96],"of":[97],"proposed":[99],"also":[102],"outlined.":[103]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}