{"id":"https://openalex.org/W3034384113","doi":"https://doi.org/10.1142/s0219622020500182","title":"A Lightweight Approach to Extract Interschema Properties from Structured, Semi-Structured and Unstructured Sources in a Big Data Scenario","display_name":"A Lightweight Approach to Extract Interschema Properties from Structured, Semi-Structured and Unstructured Sources in a Big Data Scenario","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3034384113","doi":"https://doi.org/10.1142/s0219622020500182","mag":"3034384113"},"language":"en","primary_location":{"id":"doi:10.1142/s0219622020500182","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622020500182","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11566/276193","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078726587","display_name":"Francesco Cauteruccio","orcid":"https://orcid.org/0000-0001-8400-1083"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Cauteruccio","raw_affiliation_strings":["Dipartimento di Matematica e Informatica, Universit\u00e0 della Calabria, Via Pietro Bucci, 87036 Arcavacata di Rende, CS, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Matematica e Informatica, Universit\u00e0 della Calabria, Via Pietro Bucci, 87036 Arcavacata di Rende, CS, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019169689","display_name":"Paolo Lo Giudice","orcid":"https://orcid.org/0000-0002-9711-3110"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Lo Giudice","raw_affiliation_strings":["Dipartimento di Ingegneria dell\u2019Informazione, delle Infrastrutture e dell\u2019Energia Sostenibile, Universit\u00e0 Mediterranea di Reggio Calabria, Via dell\u2019Universit\u00e0, 25 (gi\u00e0 Salita Melissari), 89124 Reggio Calabria CF, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019Informazione, delle Infrastrutture e dell\u2019Energia Sostenibile, Universit\u00e0 Mediterranea di Reggio Calabria, Via dell\u2019Universit\u00e0, 25 (gi\u00e0 Salita Melissari), 89124 Reggio Calabria CF, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018896989","display_name":"Lorenzo Musarella","orcid":"https://orcid.org/0000-0002-9616-7256"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Musarella","raw_affiliation_strings":["Dipartimento di Ingegneria dell\u2019Informazione, delle Infrastrutture e dell\u2019Energia Sostenibile, Universit\u00e0 Mediterranea di Reggio Calabria, Via dell\u2019Universit\u00e0, 25 (gi\u00e0 Salita Melissari), 89124 Reggio Calabria CF, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019Informazione, delle Infrastrutture e dell\u2019Energia Sostenibile, Universit\u00e0 Mediterranea di Reggio Calabria, Via dell\u2019Universit\u00e0, 25 (gi\u00e0 Salita Melissari), 89124 Reggio Calabria CF, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084620092","display_name":"Giorgio Terracina","orcid":"https://orcid.org/0000-0002-3090-7223"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgio Terracina","raw_affiliation_strings":["Dipartimento di Matematica e Informatica, Universit\u00e0 della Calabria, Via Pietro Bucci, 87036 Arcavacata di Rende, CS, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Matematica e Informatica, Universit\u00e0 della Calabria, Via Pietro Bucci, 87036 Arcavacata di Rende, CS, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032253415","display_name":"Domenico Ursino","orcid":"https://orcid.org/0000-0003-1360-8499"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Domenico Ursino","raw_affiliation_strings":["Dipartimento di Ingegneria dell\u2019Informazione, Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 12, 60131 Ancona, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1360-8499","affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019Informazione, Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 12, 60131 Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012954825","display_name":"Luca Virgili","orcid":"https://orcid.org/0000-0003-1509-783X"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Virgili","raw_affiliation_strings":["Dipartimento di Ingegneria dell\u2019Informazione, Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 12, 60131 Ancona, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019Informazione, Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 12, 60131 Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5032253415"],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":null,"apc_paid":null,"fwci":0.9512,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.80908459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"19","issue":"03","first_page":"849","last_page":"889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9993000030517578,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9993000030517578,"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":0.9976999759674072,"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":0.9976000189781189,"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/unstructured-data","display_name":"Unstructured data","score":0.8860933780670166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7506257891654968},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7360693216323853},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.632919192314148},{"id":"https://openalex.org/keywords/semi-structured-data","display_name":"Semi-structured data","score":0.631363034248352},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.6027458906173706},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5570307970046997},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5371978878974915},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.266936331987381},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1476869285106659},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.12484177947044373},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.06408575177192688}],"concepts":[{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.8860933780670166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7506257891654968},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7360693216323853},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.632919192314148},{"id":"https://openalex.org/C40077939","wikidata":"https://www.wikidata.org/wiki/Q2336004","display_name":"Semi-structured data","level":3,"score":0.631363034248352},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.6027458906173706},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5570307970046997},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5371978878974915},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.266936331987381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1476869285106659},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.12484177947044373},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.06408575177192688},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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":3,"locations":[{"id":"doi:10.1142/s0219622020500182","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622020500182","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:ijitdm:v:19:y:2020:i:03:n:s0219622020500182","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219622020500182","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:iris.univpm.it:11566/276193","is_oa":true,"landing_page_url":"https://hdl.handle.net/11566/276193","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.univpm.it:11566/276193","is_oa":true,"landing_page_url":"https://hdl.handle.net/11566/276193","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G4640873651","display_name":null,"funder_award_id":"PON I&C B28I17000250008","funder_id":"https://openalex.org/F4320324632","funder_display_name":"Ministero dello Sviluppo Economico"},{"id":"https://openalex.org/G7948074196","display_name":null,"funder_award_id":"RSAB 2018","funder_id":"https://openalex.org/F4320323420","funder_display_name":"Universit\u00e0 Politecnica delle Marche"}],"funders":[{"id":"https://openalex.org/F4320323420","display_name":"Universit\u00e0 Politecnica delle Marche","ror":"https://ror.org/00x69rs40"},{"id":"https://openalex.org/F4320324632","display_name":"Ministero dello Sviluppo Economico","ror":"https://ror.org/011z3ff80"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W40140205","https://openalex.org/W259338706","https://openalex.org/W1481690646","https://openalex.org/W1501437810","https://openalex.org/W1533117389","https://openalex.org/W1566927347","https://openalex.org/W1660390307","https://openalex.org/W1880262756","https://openalex.org/W1964346230","https://openalex.org/W1965401060","https://openalex.org/W1981045105","https://openalex.org/W1984639113","https://openalex.org/W1998839018","https://openalex.org/W2001409717","https://openalex.org/W2004367817","https://openalex.org/W2007967719","https://openalex.org/W2008896880","https://openalex.org/W2024428474","https://openalex.org/W2026406865","https://openalex.org/W2032956189","https://openalex.org/W2036389305","https://openalex.org/W2036469985","https://openalex.org/W2038319167","https://openalex.org/W2040945322","https://openalex.org/W2056652595","https://openalex.org/W2070589943","https://openalex.org/W2076291573","https://openalex.org/W2081580037","https://openalex.org/W2082225974","https://openalex.org/W2087467852","https://openalex.org/W2088546564","https://openalex.org/W2095537747","https://openalex.org/W2100365109","https://openalex.org/W2102589777","https://openalex.org/W2114529525","https://openalex.org/W2120699290","https://openalex.org/W2124237608","https://openalex.org/W2125469777","https://openalex.org/W2128975693","https://openalex.org/W2130821241","https://openalex.org/W2133286915","https://openalex.org/W2149551942","https://openalex.org/W2160873337","https://openalex.org/W2163993443","https://openalex.org/W2164385956","https://openalex.org/W2203996226","https://openalex.org/W2234518019","https://openalex.org/W2263647615","https://openalex.org/W2406114359","https://openalex.org/W2482127814","https://openalex.org/W2584740438","https://openalex.org/W2618650274","https://openalex.org/W2618694545","https://openalex.org/W2725144156","https://openalex.org/W2752154528","https://openalex.org/W2766544915","https://openalex.org/W2791289172","https://openalex.org/W2947412763","https://openalex.org/W2973226110","https://openalex.org/W4205821171","https://openalex.org/W4213009331","https://openalex.org/W4242129433","https://openalex.org/W4322733611"],"related_works":["https://openalex.org/W2218797720","https://openalex.org/W2995151999","https://openalex.org/W2737538696","https://openalex.org/W997111777","https://openalex.org/W4281783369","https://openalex.org/W4231725381","https://openalex.org/W2997869646","https://openalex.org/W3215678666","https://openalex.org/W2486053794","https://openalex.org/W2031661683"],"abstract_inverted_index":{"The":[0],"knowledge":[1],"of":[2,32,55,63,83,114,123],"interschema":[3,36,89,117],"properties":[4,37,118],"(e.g.,":[5],"synonymies,":[6],"homonymies,":[7],"hyponymies":[8],"and":[9,30,40,126],"subschema":[10],"similarities)":[11],"plays":[12],"a":[13,78,104,120],"key":[14],"role":[15],"for":[16],"allowing":[17],"decision-making":[18],"in":[19,67,74,93,106],"sources":[20,57,64],"characterized":[21],"by":[22,109],"disparate":[23],"formats.":[24],"In":[25,97],"the":[26,61,75,80,88],"past,":[27],"wide":[28],"amount":[29],"variety":[31],"approaches":[33,85],"to":[34,86],"derive":[35],"from":[38,119],"structured":[39],"semi-structured":[41,125],"data":[42,56],"have":[43],"been":[44],"proposed.":[45],"However,":[46],"currently,":[47],"it":[48],"is":[49,70],"esteemed":[50],"that":[51],"more":[52],"than":[53,73],"80%":[54],"are":[58],"unstructured.":[59],"Furthermore,":[60],"number":[62,122],"generally":[65],"involved":[66],"an":[68,111],"interaction":[69],"much":[71],"higher":[72],"past.":[76],"As":[77],"consequence,":[79],"necessity":[81],"arises":[82],"new":[84,95],"address":[87],"property":[90],"derivation":[91],"issue":[92],"this":[94,98,107],"scenario.":[96],"paper,":[99],"we":[100],"aim":[101],"at":[102],"providing":[103],"contribution":[105],"setting":[108],"proposing":[110],"approach":[112],"capable":[113],"uniformly":[115],"extracting":[116],"huge":[121],"structured,":[124],"unstructured":[127],"sources.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}