{"id":"https://openalex.org/W4410491693","doi":"https://doi.org/10.1109/access.2025.3571518","title":"LISE: A Logic-Based Interactive Similarity Explainer for Clusters of RDF Data","display_name":"LISE: A Logic-Based Interactive Similarity Explainer for Clusters of RDF Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410491693","doi":"https://doi.org/10.1109/access.2025.3571518"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3571518","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3571518","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3571518","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024137549","display_name":"Simona Colucci","orcid":"https://orcid.org/0000-0002-8774-4816"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simona Colucci","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e dell&#x2019;Informazione, Politecnico di Bari, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8774-4816","affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell&#x2019;Informazione, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106466740","display_name":"Francesco M. Donini","orcid":"https://orcid.org/0000-0003-0284-9625"},"institutions":[{"id":"https://openalex.org/I138938424","display_name":"Universit\u00e0 degli Studi della Tuscia","ror":"https://ror.org/03svwq685","country_code":"IT","type":"education","lineage":["https://openalex.org/I138938424"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Maria Donini","raw_affiliation_strings":["Dipartimento di Scienze Umanistiche, della Comunicazione e del Turismo, Universit&#x00E0; della Tuscia, Viterbo, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0284-9625","affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Umanistiche, della Comunicazione e del Turismo, Universit&#x00E0; della Tuscia, Viterbo, Italy","institution_ids":["https://openalex.org/I138938424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117596349","display_name":"Verdiana Schena","orcid":null},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Verdiana Schena","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e dell&#x2019;Informazione, Politecnico di Bari, Bari, Italy"],"raw_orcid":"https://orcid.org/0009-0009-1660-5462","affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell&#x2019;Informazione, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018684986","display_name":"Floriano Scioscia","orcid":"https://orcid.org/0000-0002-7859-9602"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Floriano Scioscia","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e dell&#x2019;Informazione, Politecnico di Bari, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7859-9602","affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell&#x2019;Informazione, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051474976","display_name":"Eugenio Di Sciascio","orcid":"https://orcid.org/0000-0002-5484-9945"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eugenio Di Sciascio","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e dell&#x2019;Informazione, Politecnico di Bari, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5484-9945","affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell&#x2019;Informazione, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.188,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93685813,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"90109","last_page":"90128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9997000098228455,"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":0.9997000098228455,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9969000220298767,"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":0.8103410005569458},{"id":"https://openalex.org/keywords/rdf","display_name":"RDF","score":0.6756588816642761},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.52711421251297},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39052850008010864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.201585054397583},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.08385547995567322}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8103410005569458},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.6756588816642761},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.52711421251297},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39052850008010864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.201585054397583},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.08385547995567322},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3571518","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3571518","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7c1a71a7801a488eb05524616dcc8490","is_oa":true,"landing_page_url":"https://doaj.org/article/7c1a71a7801a488eb05524616dcc8490","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 90109-90128 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3571518","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3571518","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1826363161","https://openalex.org/W1985610876","https://openalex.org/W1992419399","https://openalex.org/W2154851992","https://openalex.org/W2297655875","https://openalex.org/W2565703912","https://openalex.org/W2604799547","https://openalex.org/W2737852505","https://openalex.org/W2767295721","https://openalex.org/W2808343117","https://openalex.org/W2888634710","https://openalex.org/W2962756421","https://openalex.org/W2981731882","https://openalex.org/W2997591727","https://openalex.org/W3005339103","https://openalex.org/W3092446727","https://openalex.org/W3104097132","https://openalex.org/W3164758947","https://openalex.org/W3203778296","https://openalex.org/W4252707176","https://openalex.org/W4312818246","https://openalex.org/W4361009284","https://openalex.org/W4379055191","https://openalex.org/W4380361103","https://openalex.org/W4385756501","https://openalex.org/W4391842508","https://openalex.org/W4391871698","https://openalex.org/W4391925766","https://openalex.org/W4394867740","https://openalex.org/W4397029646","https://openalex.org/W4399714843","https://openalex.org/W4403608843","https://openalex.org/W6632194227","https://openalex.org/W6635469476","https://openalex.org/W6678830454","https://openalex.org/W6684892742","https://openalex.org/W6779357891","https://openalex.org/W6857566055","https://openalex.org/W6861683522","https://openalex.org/W6864422885"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2403539072","https://openalex.org/W2610995041","https://openalex.org/W2354489606","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345"],"abstract_inverted_index":{"Clustering":[0],"methods":[1],"are":[2],"instrumental":[3],"in":[4,16,169,177,187],"the":[5,13,17,74,131,150,167,178],"preliminary":[6],"analysis":[7],"of":[8,19,48,78,115,152,171],"unstructured":[9],"data,":[10],"yet":[11],"interpreting":[12],"resulting":[14],"groups\u2014\u2013especially":[15],"context":[18],"RDF":[20,49],"(Resource":[21],"Description":[22],"Framework)":[23],"data\u2014\u2013poses":[24],"significant":[25],"challenges.":[26],"This":[27],"paper":[28,164],"introduces":[29],"LISE":[30,51,135,170],"(Logic-based":[31],"Interactive":[32],"Similarity":[33],"Explainer),":[34],"an":[35,82,106,172,184],"integrated":[36],"and":[37,64,101,104,123,144,159,182],"model-agnostic":[38],"framework":[39],"designed":[40],"to":[41,118,138,146],"generate":[42,139],"explainable,":[43],"human-readable":[44,102],"insights":[45],"into":[46,99],"clusters":[47],"resources.":[50],"combines":[52],"four":[53],"core":[54],"components:":[55],"(i)":[56],"a":[57,68,89,188],"machine":[58],"learning":[59],"module":[60,94],"leveraging":[61],"vector":[62],"embeddings":[63],"k-means":[65],"clustering;":[66],"(ii)":[67],"logic-based":[69],"reasoning":[70],"component":[71],"that":[72,95,111],"computes":[73],"common":[75],"semantic":[76,156],"features":[77,98],"clustered":[79],"items":[80],"via":[81],"optimized":[83],"Least":[84],"Common":[85],"Subsumer":[86],"(LCS);":[87],"(iii)":[88],"natural":[90],"language":[91],"generation":[92],"(NLG)":[93],"verbalizes":[96],"these":[97],"structured":[100],"explanations;":[103],"(iv)":[105],"interactive":[107],"user":[108,113,147],"feedback":[109],"loop":[110],"captures":[112],"perception":[114],"explanation":[116],"relevance":[117],"iteratively":[119],"enhance":[120],"embedding":[121],"quality":[122],"cluster":[124,142],"interpretability.":[125],"An":[126],"extensive":[127],"use":[128,180],"case":[129,181],"on":[130],"DrugBank":[132,179],"dataset":[133],"demonstrates":[134],"\u2019s":[136],"ability":[137],"meaningful,":[140],"context-aware":[141],"explanations":[143],"adapt":[145],"preferences,":[148],"advancing":[149],"state":[151],"explainable":[153],"AI":[154],"for":[155],"web":[157],"technologies":[158],"knowledge":[160],"graph":[161],"analytics.":[162],"The":[163],"investigates":[165],"also":[166],"integration":[168],"LLM-based":[173],"NLG":[174],"approach,":[175],"both":[176],"through":[183],"extended":[185],"experiment":[186],"general-purpose":[189],"dataset:":[190],"YAGO3-10.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
