{"id":"https://openalex.org/W6979923208","doi":null,"title":"An analysis of the semantic shifts of citations","display_name":"An analysis of the semantic shifts of citations","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W6979923208"},"language":"en","primary_location":{"id":"pmh:oai:helda.helsinki.fi:10138/332585","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/332585","pdf_url":"http://hdl.handle.net/10138/332585","source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"pro gradu -tutkielmat"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10138/332585","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xue, Jiayue","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xue, Jiayue","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.52747113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13976","display_name":"Web visibility and informetrics","score":0.0035000001080334187,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.0026000000070780516,"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/semantic-change","display_name":"semantic change","score":0.7329999804496765},{"id":"https://openalex.org/keywords/scientific-citations","display_name":"scientific citations","score":0.8970000147819519},{"id":"https://openalex.org/keywords/word2vec","display_name":"Word2Vec","score":0.9829999804496765},{"id":"https://openalex.org/keywords/cosine-distance","display_name":"cosine distance","score":0.5609999895095825},{"id":"https://openalex.org/keywords/domain-shift","display_name":"domain shift","score":0.35100001096725464}],"concepts":[{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6606000065803528},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6100999712944031},{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.48919999599456787},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.44209998846054077},{"id":"https://openalex.org/C50335755","wikidata":"https://www.wikidata.org/wiki/Q483247","display_name":"Phenomenon","level":2,"score":0.4221000075340271},{"id":"https://openalex.org/C2777946921","wikidata":"https://www.wikidata.org/wiki/Q7449044","display_name":"Semantic analysis (machine learning)","level":2,"score":0.38670000433921814},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38269999623298645},{"id":"https://openalex.org/C36391188","wikidata":"https://www.wikidata.org/wiki/Q1939117","display_name":"Semantic change","level":2,"score":0.3652999997138977},{"id":"https://openalex.org/C198942812","wikidata":"https://www.wikidata.org/wiki/Q496618","display_name":"Semantic property","level":2,"score":0.3580000102519989},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.35260000824928284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3334999978542328},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.32109999656677246},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.31869998574256897},{"id":"https://openalex.org/C2778828372","wikidata":"https://www.wikidata.org/wiki/Q5283209","display_name":"Distributional semantics","level":3,"score":0.2973000109195709},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.28850001096725464},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.2761000096797943},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.26809999346733093}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:helda.helsinki.fi:10138/332585","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/332585","pdf_url":"http://hdl.handle.net/10138/332585","source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"pro gradu -tutkielmat"}],"best_oa_location":{"id":"pmh:oai:helda.helsinki.fi:10138/332585","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/332585","pdf_url":"http://hdl.handle.net/10138/332585","source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"pro gradu -tutkielmat"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W6979923208.pdf","grobid_xml":"https://content.openalex.org/works/W6979923208.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W2153579005","https://openalex.org/W2604452026","https://openalex.org/W2799054028","https://openalex.org/W2952276524","https://openalex.org/W2962890958","https://openalex.org/W2963780471"],"related_works":["https://openalex.org/W3003309613","https://openalex.org/W2962890958","https://openalex.org/W2890472860","https://openalex.org/W2251749411","https://openalex.org/W6977001464","https://openalex.org/W1485005296","https://openalex.org/W2979353473","https://openalex.org/W3127922604","https://openalex.org/W7025462369","https://openalex.org/W2808556605"],"abstract_inverted_index":{"The":[0],"semantic":[1,61,74,95],"shifts":[2,62,75,96],"in":[3,40,52,59,63,76,100,138],"natural":[4],"language":[5],"is":[6,56],"a":[7],"well":[8],"established":[9],"phenomenon":[10],"and":[11,88,107,121],"have":[12,50],"been":[13],"studied":[14,73],"for":[15],"many":[16],"years.":[17],"Similarly,":[18],"the":[19,34,46,60,67,84,89,94,123,131],"meanings":[20,47],"of":[21,48,70,97,126,133,140],"scientific":[22,98,134],"publications":[23,135],"may":[24,37],"also":[25,57],"change":[26],"as":[27],"time":[28,106,120],"goes":[29],"by.":[30],"In":[31],"other":[32],"words,":[33],"same":[35,68],"publication":[36],"be":[38,79],"cited":[39],"distinct":[41],"contexts.":[42],"To":[43,78],"investigate":[44],"whether":[45],"citations":[49,99,116],"changed":[51,118],"different":[53,111],"scenarios,":[54],"which":[55],"called":[58],"citations,":[64,127],"we":[65,82,128],"followed":[66],"ideas":[69],"how":[71,115],"researchers":[72],"language.":[77],"more":[80],"specific,":[81],"combined":[83],"temporal":[85],"referencing":[86],"model":[87,91],"Word2Vec":[90],"to":[92],"explore":[93],"two":[101],"aspects:":[102],"their":[103,108],"usages":[104,109],"over":[105,119],"across":[110],"domains.":[112],"By":[113],"observing":[114],"themselves":[117],"comparing":[122],"closest":[124],"neighbors":[125],"concluded":[129],"that":[130],"semantics":[132],"did":[136],"shift":[137],"terms":[139],"cosine":[141],"distances.":[142]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}
