{"id":"https://openalex.org/W4395010748","doi":"https://doi.org/10.3390/info15040238","title":"Constructing Semantic Summaries Using Embeddings","display_name":"Constructing Semantic Summaries Using Embeddings","publication_year":2024,"publication_date":"2024-04-20","ids":{"openalex":"https://openalex.org/W4395010748","doi":"https://doi.org/10.3390/info15040238"},"language":"en","primary_location":{"id":"doi:10.3390/info15040238","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15040238","pdf_url":"https://www.mdpi.com/2078-2489/15/4/238/pdf?version=1713593231","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/15/4/238/pdf?version=1713593231","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074390543","display_name":"Georgia Eirini Trouli","orcid":"https://orcid.org/0009-0008-3692-3188"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Georgia Eirini Trouli","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Hellenic Mediterranean University (HMU), 71309 Heraklion, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Hellenic Mediterranean University (HMU), 71309 Heraklion, Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048367123","display_name":"Nikos Papadakis","orcid":"https://orcid.org/0000-0002-3640-1768"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Papadakis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Hellenic Mediterranean University (HMU), 71309 Heraklion, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Hellenic Mediterranean University (HMU), 71309 Heraklion, Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070664655","display_name":"Haridimos Kondylakis","orcid":"https://orcid.org/0000-0002-9917-4486"},"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/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Haridimos Kondylakis","raw_affiliation_strings":["Computer Science Department, University of Crete, 70013 Heraklion, Greece","Institute of Computer Science, Foundation for Research and Technology-Hellas (FORTH), 70013 Heraklion, Greece"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Crete, 70013 Heraklion, Greece","institution_ids":["https://openalex.org/I142617266"]},{"raw_affiliation_string":"Institute of Computer Science, Foundation for Research and Technology-Hellas (FORTH), 70013 Heraklion, Greece","institution_ids":["https://openalex.org/I8901234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074390543"],"corresponding_institution_ids":["https://openalex.org/I28710699"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.0808,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79772366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"4","first_page":"238","last_page":"238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T10215","display_name":"Semantic Web and Ontologies","score":0.9983000159263611,"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":0.9968000054359436,"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":0.6234655380249023},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.48066771030426025},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.47967076301574707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.352812796831131}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6234655380249023},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.48066771030426025},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.47967076301574707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.352812796831131}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/info15040238","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15040238","pdf_url":"https://www.mdpi.com/2078-2489/15/4/238/pdf?version=1713593231","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a16f7749e38b4a119806ced270b07ec1","is_oa":true,"landing_page_url":"https://doaj.org/article/a16f7749e38b4a119806ced270b07ec1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 15, Iss 4, p 238 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info15040238","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15040238","pdf_url":"https://www.mdpi.com/2078-2489/15/4/238/pdf?version=1713593231","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4395010748.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1511328045","https://openalex.org/W1538798473","https://openalex.org/W2105920890","https://openalex.org/W2117937654","https://openalex.org/W2132087752","https://openalex.org/W2295595033","https://openalex.org/W2615761789","https://openalex.org/W2740528013","https://openalex.org/W2888634710","https://openalex.org/W2891417406","https://openalex.org/W2899298991","https://openalex.org/W3003509848","https://openalex.org/W3094494382","https://openalex.org/W3139385734","https://openalex.org/W3154468706","https://openalex.org/W3194530336","https://openalex.org/W3203778296","https://openalex.org/W3210595280","https://openalex.org/W4281629431","https://openalex.org/W4288343461","https://openalex.org/W4313414285","https://openalex.org/W4323050087","https://openalex.org/W4379280669","https://openalex.org/W4387303576","https://openalex.org/W6838643507"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0],"increase":[1],"in":[2,16,42],"the":[3,17,25,29,49,60,66,70,74,83,96,133,143,179,182],"size":[4],"and":[5,53,114,150,155,164],"complexity":[6],"of":[7,19,28,31,65,73,175,181],"large":[8],"knowledge":[9],"graphs":[10],"now":[11],"available":[12],"online":[13],"has":[14],"resulted":[15],"emergence":[18],"many":[20],"approaches":[21],"focusing":[22],"on":[23],"enabling":[24],"quick":[26],"exploration":[27],"content":[30],"those":[32,105],"data":[33],"sources.":[34],"Structural":[35],"non-quotient":[36],"semantic":[37],"summaries":[38,134],"have":[39,91],"been":[40,92],"proposed":[41],"this":[43,100],"direction":[44],"that":[45,132],"involve":[46],"first":[47,108],"selecting":[48,118],"most":[50,61,84],"important":[51,85],"nodes":[52],"then":[54,115],"linking":[55,95],"them,":[56],"trying":[57],"to":[58],"extract":[59],"useful":[62],"subgraph":[63],"out":[64],"original":[67],"graph.":[68],"However,":[69],"current":[71],"state":[72,180],"art":[75],"systems":[76],"use":[77],"costly":[78],"centrality":[79],"measures":[80],"for":[81,94,111,121,152,157],"identifying":[82],"nodes,":[86],"whereas":[87],"even":[88],"costlier":[89],"procedures":[90],"devised":[93],"selected":[97],"nodes.":[98],"In":[99],"paper,":[101],"we":[102],"address":[103],"both":[104],"deficiencies":[106],"by":[107,116],"exploiting":[109],"embeddings":[110],"node":[112,122],"selection,":[113],"meticulously":[117],"approximate":[119],"algorithms":[120],"linking.":[123],"Experiments":[124],"performed":[125],"over":[126],"two":[127],"real-world":[128],"big":[129],"KGs":[130],"demonstrate":[131],"constructed":[135],"using":[136],"our":[137,170],"method":[138,171],"enjoy":[139],"better":[140],"quality.":[141],"Specifically,":[142],"coverage":[144],"scores":[145],"obtained":[146],"were":[147],"0.8,":[148],"0.81,":[149],"0.81":[151],"DBpedia":[153],"v3.9":[154],"0.94":[156],"Wikidata":[158],"dump":[159],"2018,":[160],"across":[161],"20%,":[162],"25%,":[163],"30%":[165],"summary":[166],"sizes,":[167],"respectively.":[168],"Additionally,":[169],"can":[172],"compute":[173],"orders":[174],"magnitude":[176],"faster":[177],"than":[178],"art.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
