{"id":"https://openalex.org/W3193985855","doi":"https://doi.org/10.1007/s11192-021-04117-4","title":"Leveraging full-text article exploration for citation analysis","display_name":"Leveraging full-text article exploration for citation analysis","publication_year":2021,"publication_date":"2021-08-18","ids":{"openalex":"https://openalex.org/W3193985855","doi":"https://doi.org/10.1007/s11192-021-04117-4","mag":"3193985855"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-021-04117-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-021-04117-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-021-04117-4.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11192-021-04117-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078641012","display_name":"Moreno La Quatra","orcid":"https://orcid.org/0000-0001-8838-064X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Moreno La Quatra","raw_affiliation_strings":["Politecnico di Torino Corso Duca degli Abruzzi, 24, Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8838-064X","affiliations":[{"raw_affiliation_string":"Politecnico di Torino Corso Duca degli Abruzzi, 24, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001746215","display_name":"Luca Cagliero","orcid":"https://orcid.org/0000-0002-7185-5247"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Cagliero","raw_affiliation_strings":["Politecnico di Torino Corso Duca degli Abruzzi, 24, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino Corso Duca degli Abruzzi, 24, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001695309","display_name":"Elena Baralis","orcid":"https://orcid.org/0000-0001-9231-467X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elena Baralis","raw_affiliation_strings":["Politecnico di Torino Corso Duca degli Abruzzi, 24, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino Corso Duca degli Abruzzi, 24, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078641012"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.5597,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7343336,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"126","issue":"10","first_page":"8275","last_page":"8293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9959999918937683,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/snippet","display_name":"Snippet","score":0.9362800717353821},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7685607671737671},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.7593186497688293},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6537363529205322},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4913017153739929},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43598103523254395},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4355716109275818},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.43020907044410706},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4188682436943054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20442035794258118},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.07052621245384216}],"concepts":[{"id":"https://openalex.org/C2777822670","wikidata":"https://www.wikidata.org/wiki/Q1120538","display_name":"Snippet","level":2,"score":0.9362800717353821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7685607671737671},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.7593186497688293},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6537363529205322},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4913017153739929},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43598103523254395},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4355716109275818},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43020907044410706},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4188682436943054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20442035794258118},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.07052621245384216},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11192-021-04117-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-021-04117-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-021-04117-4.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:scient:v:126:y:2021:i:10:d:10.1007_s11192-021-04117-4","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11192-021-04117-4","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:zenodo.org:80995","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/80995","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s11192-021-04117-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-021-04117-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-021-04117-4.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.41999998688697815,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313985","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3193985855.pdf","grobid_xml":"https://content.openalex.org/works/W3193985855.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1948803646","https://openalex.org/W2000964648","https://openalex.org/W2073769235","https://openalex.org/W2101234009","https://openalex.org/W2146936057","https://openalex.org/W2460636576","https://openalex.org/W2565026778","https://openalex.org/W2604428113","https://openalex.org/W2605035112","https://openalex.org/W2611292523","https://openalex.org/W2615242283","https://openalex.org/W2621368041","https://openalex.org/W2802655046","https://openalex.org/W2808556605","https://openalex.org/W2883128308","https://openalex.org/W2887678570","https://openalex.org/W2887918697","https://openalex.org/W2887979973","https://openalex.org/W2887985752","https://openalex.org/W2898597872","https://openalex.org/W2905257126","https://openalex.org/W2910803270","https://openalex.org/W2911201916","https://openalex.org/W2922348034","https://openalex.org/W2950133940","https://openalex.org/W2962815673","https://openalex.org/W2963341956","https://openalex.org/W2963369195","https://openalex.org/W2963386804","https://openalex.org/W2964144561","https://openalex.org/W2964236337","https://openalex.org/W2966231147","https://openalex.org/W2970641574","https://openalex.org/W2972111982","https://openalex.org/W3004523911","https://openalex.org/W3009242205","https://openalex.org/W3022131377","https://openalex.org/W3023380319","https://openalex.org/W3035324702","https://openalex.org/W3035408443","https://openalex.org/W3043016077","https://openalex.org/W3044384472","https://openalex.org/W3096904464","https://openalex.org/W3098205952","https://openalex.org/W4232619139","https://openalex.org/W4236713675","https://openalex.org/W6675354045","https://openalex.org/W6682631176","https://openalex.org/W6739017015","https://openalex.org/W6753696220","https://openalex.org/W6753889038","https://openalex.org/W7057810606","https://openalex.org/W7072043988"],"related_works":["https://openalex.org/W1607713096","https://openalex.org/W3036724449","https://openalex.org/W2798329462","https://openalex.org/W2400258664","https://openalex.org/W3013141200","https://openalex.org/W2146654604","https://openalex.org/W1254682812","https://openalex.org/W2122881689","https://openalex.org/W4308706875","https://openalex.org/W3056617467"],"abstract_inverted_index":{"Abstract":[0],"Scientific":[1],"articles":[2,226],"often":[3,37,125],"include":[4,110,126],"in-text":[5],"citations":[6],"quoting":[7],"from":[8],"external":[9],"sources.":[10],"When":[11],"the":[12,18,26,32,41,44,52,55,58,69,72,76,79,83,87,94,99,104,115,119,123,139,146,149,159,164,167,186,190,193,230,240],"cited":[13,45,80,105,127,150,187],"source":[14],"is":[15,89,134],"an":[16,143],"article,":[17],"citation":[19,56,88,218],"context":[20],"can":[21],"be":[22,153,171],"analyzed":[23],"by":[24],"exploring":[25],"article":[27,46,81,106,151,215],"full-text.":[28],"To":[29,173],"quickly":[30],"access":[31,169],"key":[33],"information,":[34],"researchers":[35,211],"are":[36,48,107],"interested":[38],"in":[39,57,189,212],"identifying":[40],"sections":[42,77,121],"of":[43,68,75,78,93,103,122,145,148,192,199],"that":[47,98,166],"most":[49],"pertinent":[50],"to":[51,109,114,137,141,155,182,236],"text":[53,84,128],"surrounding":[54],"citing":[59,116,160],"article.":[60],"This":[61],"paper":[62,124,194],"first":[63],"performs":[64],"a":[65,135,179,196,233],"data-driven":[66],"analysis":[67,96],"correlation":[70,95],"between":[71,239],"textual":[73],"content":[74,111,201],"and":[82,101,204,243,246],"snippet":[85],"where":[86],"placed.":[90],"The":[91,206,220],"results":[92],"show":[97,227],"title":[100,245],"abstract":[102,203,247],"likely":[108],"highly":[112],"similar":[113],"snippet.":[117],"However,":[118],"subsequent":[120],"snippets":[129,188],"as":[130],"well.":[131],"Hence,":[132],"there":[133],"need":[136],"understand":[138],"extent":[140],"which":[142],"exploration":[144,216,242],"full-text":[147,168,191,214,241],"would":[152],"beneficial":[154],"gain":[156],"insights":[157],"into":[158],"snippet,":[161],"considering":[162],"also":[163],"fact":[165],"could":[170,209],"restricted.":[172],"this":[174],"end,":[175],"we":[176],"then":[177],"propose":[178],"classification":[180],"approach":[181,208],"automatically":[183],"predicting":[184],"whether":[185],"contain":[195],"significant":[197],"amount":[198],"new":[200],"beyond":[202],"title.":[205],"proposed":[207],"support":[210],"leveraging":[213],"for":[217],"analysis.":[219],"experiments":[221],"conducted":[222],"on":[223],"real":[224],"scientific":[225],"promising":[228],"results:":[229],"classifier":[231],"has":[232],"90%":[234],"chance":[235],"correctly":[237],"distinguish":[238],"only":[244],"cases.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-08-30T00:00:00"}
