{"id":"https://openalex.org/W3020269638","doi":"https://doi.org/10.1109/bigcomp48618.2020.0-109","title":"Citation Recommendations Considering Content and Structural Context Embedding","display_name":"Citation Recommendations Considering Content and Structural Context Embedding","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3020269638","doi":"https://doi.org/10.1109/bigcomp48618.2020.0-109","mag":"3020269638"},"language":"en","primary_location":{"id":"doi:10.1109/bigcomp48618.2020.0-109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcomp48618.2020.0-109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data and Smart Computing (BigComp)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035143775","display_name":"Yang Zhang","orcid":"https://orcid.org/0000-0003-4261-3801"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yang Zhang","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100612721","display_name":"Qiang Ma","orcid":"https://orcid.org/0000-0003-3430-9244"},"institutions":[{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]},{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Qiang Ma","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035143775"],"corresponding_institution_ids":["https://openalex.org/I22299242","https://openalex.org/I39012071"],"apc_list":null,"apc_paid":null,"fwci":1.0605,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81720398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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":0.9998999834060669,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9993000030517578,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9987999796867371,"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":0.7692204713821411},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7684606313705444},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.7428045272827148},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.7323980331420898},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7250535488128662},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.645740807056427},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5870528221130371},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4749320149421692},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.41898012161254883},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32708555459976196},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3092135190963745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24147841334342957},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08198046684265137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7692204713821411},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7684606313705444},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7428045272827148},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.7323980331420898},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7250535488128662},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.645740807056427},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5870528221130371},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4749320149421692},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.41898012161254883},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32708555459976196},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3092135190963745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24147841334342957},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08198046684265137},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigcomp48618.2020.0-109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcomp48618.2020.0-109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data and Smart Computing (BigComp)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W1978059262","https://openalex.org/W1985320369","https://openalex.org/W2002642763","https://openalex.org/W2088336913","https://openalex.org/W2102870745","https://openalex.org/W2115595010","https://openalex.org/W2116655493","https://openalex.org/W2131744502","https://openalex.org/W2146936057","https://openalex.org/W2153579005","https://openalex.org/W2154851992","https://openalex.org/W2251830157","https://openalex.org/W2296370471","https://openalex.org/W2560674852","https://openalex.org/W2770022692","https://openalex.org/W2791277177","https://openalex.org/W2791722083","https://openalex.org/W2950577311","https://openalex.org/W2963081391","https://openalex.org/W3104097132","https://openalex.org/W6606906144","https://openalex.org/W6636510571","https://openalex.org/W6677032036","https://openalex.org/W6679775712","https://openalex.org/W6682691769","https://openalex.org/W6697429100"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2005801347","https://openalex.org/W2372385138","https://openalex.org/W2186640231","https://openalex.org/W4296359239","https://openalex.org/W1557905920","https://openalex.org/W2932872266"],"abstract_inverted_index":{"The":[0,83],"number":[1],"of":[2,75],"academic":[3],"papers":[4,22,36],"being":[5],"published":[6],"is":[7,23],"increasing":[8],"exponentially":[9],"in":[10,20,57,92],"recent":[11],"years,":[12],"and":[13],"recommending":[14],"adequate":[15],"citations":[16],"to":[17,41,48,78,89,96],"assist":[18],"researchers":[19],"writing":[21],"a":[24,65],"non-trivial":[25],"task.":[26],"Conventional":[27],"approaches":[28],"may":[29,37],"not":[30,53],"be":[31,39,45],"optimal,":[32],"as":[33],"the":[34,42,49,58,72,80],"recommended":[35],"already":[38],"known":[40],"users,":[43],"or":[44],"solely":[46],"relevant":[47],"surrounding":[50],"context":[51],"but":[52],"other":[54],"ideas":[55],"discussed":[56],"manuscript.":[59],"In":[60],"this":[61],"work,":[62],"we":[63],"propose":[64],"novel":[66],"embedding":[67],"algorithm":[68],"DocCit2Vec,":[69],"along":[70],"with":[71],"new":[73],"concept":[74],"\"structural":[76],"context\",":[77],"tackle":[79],"aforementioned":[81],"issues.":[82],"proposed":[84],"approach":[85],"demonstrates":[86],"superior":[87],"performances":[88],"baseline":[90],"models":[91],"extensive":[93],"experiments":[94],"designed":[95],"simulate":[97],"practical":[98],"usage":[99],"scenarios.":[100]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}