{"id":"https://openalex.org/W2347157794","doi":"https://doi.org/10.1109/pacificvis.2016.7465278","title":"Semantic word cloud generation based on word embeddings","display_name":"Semantic word cloud generation based on word embeddings","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W2347157794","doi":"https://doi.org/10.1109/pacificvis.2016.7465278","mag":"2347157794"},"language":"en","primary_location":{"id":"doi:10.1109/pacificvis.2016.7465278","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis.2016.7465278","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Pacific Visualization Symposium (PacificVis)","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/A5043896172","display_name":"Jin Xu","orcid":"https://orcid.org/0000-0003-2132-8825"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Xu","raw_affiliation_strings":["State Key Laboratory of CAD&CG, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CAD&CG, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101795131","display_name":"Yubo Tao","orcid":"https://orcid.org/0000-0002-2283-6437"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yubo Tao","raw_affiliation_strings":["State Key Laboratory of CAD&CG, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CAD&CG, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032760251","display_name":"Hai Lin","orcid":"https://orcid.org/0000-0002-1682-8465"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Lin","raw_affiliation_strings":["State Key Laboratory of CAD&CG, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CAD&CG, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.183,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.96420145,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"239","last_page":"243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","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"}},"topics":[{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","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"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8097008466720581},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.7610443830490112},{"id":"https://openalex.org/keywords/tag-cloud","display_name":"Tag cloud","score":0.673021674156189},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6488972902297974},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.6375854015350342},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5507213473320007},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5005323886871338},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.48784494400024414},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.47956007719039917},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4661240577697754},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45801180601119995},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.42565932869911194},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.400520384311676},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.19981315732002258},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1414371132850647},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.08799934387207031}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8097008466720581},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.7610443830490112},{"id":"https://openalex.org/C26983874","wikidata":"https://www.wikidata.org/wiki/Q263864","display_name":"Tag cloud","level":3,"score":0.673021674156189},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6488972902297974},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.6375854015350342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5507213473320007},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5005323886871338},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.48784494400024414},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.47956007719039917},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4661240577697754},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45801180601119995},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.42565932869911194},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.400520384311676},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.19981315732002258},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1414371132850647},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.08799934387207031},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pacificvis.2016.7465278","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis.2016.7465278","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Pacific Visualization Symposium (PacificVis)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335773","display_name":"National High-tech Research and Development Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1880262756","https://openalex.org/W1970773000","https://openalex.org/W1991418309","https://openalex.org/W2016268421","https://openalex.org/W2047583926","https://openalex.org/W2081580037","https://openalex.org/W2114461832","https://openalex.org/W2115035636","https://openalex.org/W2115108919","https://openalex.org/W2117500970","https://openalex.org/W2122580360","https://openalex.org/W2131462252","https://openalex.org/W2133205243","https://openalex.org/W2137570937","https://openalex.org/W2140833774","https://openalex.org/W2151936673","https://openalex.org/W2152311353","https://openalex.org/W2152825437","https://openalex.org/W2153579005","https://openalex.org/W2158139315","https://openalex.org/W2250539671","https://openalex.org/W2251874715","https://openalex.org/W2295555357","https://openalex.org/W2596701433","https://openalex.org/W4231510805","https://openalex.org/W4294170691","https://openalex.org/W6636510571","https://openalex.org/W6639619044","https://openalex.org/W6677414798","https://openalex.org/W6679224782","https://openalex.org/W6682691769","https://openalex.org/W6683557909","https://openalex.org/W6697140724"],"related_works":["https://openalex.org/W2997916979","https://openalex.org/W2962031934","https://openalex.org/W2375480909","https://openalex.org/W2353314428","https://openalex.org/W2044769131","https://openalex.org/W2226024386","https://openalex.org/W2380654781","https://openalex.org/W2114797768","https://openalex.org/W2516873349","https://openalex.org/W2176214140"],"abstract_inverted_index":{"Word":[0],"clouds":[1],"have":[2],"been":[3],"widely":[4],"used":[5],"to":[6,41,63,78,93,100],"present":[7],"the":[8,13,32,44,58,85,89,102],"contents":[9],"and":[10,17,49,71,83],"themes":[11],"in":[12,67,97],"text":[14],"for":[15],"summary":[16],"visualization.":[18],"In":[19],"this":[20],"paper,":[21],"we":[22],"propose":[23],"a":[24,50,68],"new":[25],"semantic":[26,34,45,59],"word":[27,33,37,51,91],"cloud":[28,92],"taking":[29],"into":[30],"account":[31],"meanings.":[35],"Distributed":[36],"representation":[38],"is":[39,54],"applied":[40],"accurately":[42],"describe":[43],"meaning":[46],"of":[47,104],"words,":[48],"similarity":[52],"graph":[53],"constructed":[55],"based":[56],"on":[57],"distance":[60],"between":[61],"words":[62,66],"lay":[64],"out":[65],"more":[69],"compact":[70],"aesthetic":[72],"manner.":[73],"Word-related":[74],"interactions":[75],"are":[76],"introduced":[77],"guide":[79],"users":[80],"fast":[81],"read":[82],"understand":[84],"text.":[86],"We":[87],"apply":[88],"proposed":[90],"user":[94],"generated":[95],"reviews":[96],"different":[98],"fields":[99],"demonstrate":[101],"effectiveness":[103],"our":[105],"method.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}