{"id":"https://openalex.org/W2909988850","doi":"https://doi.org/10.1145/3290688.3290720","title":"Analysing Emerging Topics across Multiple Social Media Platforms","display_name":"Analysing Emerging Topics across Multiple Social Media Platforms","publication_year":2019,"publication_date":"2019-01-14","ids":{"openalex":"https://openalex.org/W2909988850","doi":"https://doi.org/10.1145/3290688.3290720","mag":"2909988850"},"language":"en","primary_location":{"id":"doi:10.1145/3290688.3290720","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290688.3290720","pdf_url":null,"source":{"id":"https://openalex.org/S4306524001","display_name":"Proceedings of the Australasian Computer Science Week Multiconference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Australasian Computer Science Week Multiconference","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/A5008150057","display_name":"Rashmi Pokharel","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Rashmi Pokharel","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083611508","display_name":"Pari Delir Haghighi","orcid":"https://orcid.org/0000-0001-9922-1214"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Pari Delir Haghighi","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071564719","display_name":"Prem Prakash Jayaraman","orcid":"https://orcid.org/0000-0003-4500-3443"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Prem Prakash Jayaraman","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043216071","display_name":"Dimitrios Georgakopoulos","orcid":"https://orcid.org/0000-0001-7880-2140"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dimitrios Georgakopoulos","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008150057"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":1.0135,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74908055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.996999979019165,"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/T10028","display_name":"Topic Modeling","score":0.9916999936103821,"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/social-media","display_name":"Social media","score":0.8684308528900146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7626440525054932},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6973975896835327},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5696293711662292},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.49093058705329895}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.8684308528900146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7626440525054932},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6973975896835327},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5696293711662292},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.49093058705329895},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3290688.3290720","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290688.3290720","pdf_url":null,"source":{"id":"https://openalex.org/S4306524001","display_name":"Proceedings of the Australasian Computer Science Week Multiconference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Australasian Computer Science Week Multiconference","raw_type":"proceedings-article"},{"id":"pmh:oai:researchbank.swinburne.edu.au:529ba908-6508-4566-a026-f0383208c5b3/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/447877","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Australasian Computer Science Week Multiconference (ACSW 2019), Sydney, NSW, Australia, 29-31 January 2019, article no. 16","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W137110188","https://openalex.org/W1483071131","https://openalex.org/W1566018662","https://openalex.org/W1607035479","https://openalex.org/W1880262756","https://openalex.org/W1932144848","https://openalex.org/W1966778625","https://openalex.org/W1970275213","https://openalex.org/W1977053269","https://openalex.org/W1980776243","https://openalex.org/W1983012012","https://openalex.org/W1991480559","https://openalex.org/W2018165284","https://openalex.org/W2039336844","https://openalex.org/W2047604680","https://openalex.org/W2056343805","https://openalex.org/W2063904635","https://openalex.org/W2082250201","https://openalex.org/W2097940802","https://openalex.org/W2099223662","https://openalex.org/W2100929901","https://openalex.org/W2101196063","https://openalex.org/W2106763500","https://openalex.org/W2117192789","https://openalex.org/W2121184547","https://openalex.org/W2142120379","https://openalex.org/W2166008115","https://openalex.org/W2166886658","https://openalex.org/W2170505850","https://openalex.org/W2183090782","https://openalex.org/W2251295945","https://openalex.org/W2267835966","https://openalex.org/W2542889218","https://openalex.org/W2559096420","https://openalex.org/W2604206153","https://openalex.org/W2741534549","https://openalex.org/W3098239359","https://openalex.org/W6730504598"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"The":[0,90],"ability":[1],"to":[2,68,77],"compose":[3],"emerging":[4,45,83],"topics":[5,46,84],"from":[6,10,47,54,102],"the":[7,48,95],"data":[8,52],"collected":[9,53],"multiple":[11],"social":[12,57,87],"media":[13,58,88],"platforms":[14],"can":[15,30],"help":[16],"individuals":[17],"and":[18,24,34,50,80,92,104],"organisations":[19],"meet":[20],"their":[21],"business":[22],"goals":[23],"improve":[25],"decision-making,":[26],"as":[27,69],"such":[28],"information":[29],"provide":[31],"more":[32],"complete":[33],"accurate":[35],"information.":[36],"However,":[37],"existing":[38],"research":[39],"has":[40],"mainly":[41],"focused":[42],"on":[43],"analysing":[44],"posts":[49],"related":[51],"a":[55,65],"single":[56],"platform.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63],"propose":[64],"framework":[66,76,97],"referred":[67],"Multi-source":[70],"Social":[71],"Topic":[72],"Media":[73],"Analysis":[74],"(xSMA)":[75],"model,":[78],"rank":[79],"semantically":[81],"analyse":[82],"across":[85],"various":[86],"platforms.":[89],"implementation":[91],"evaluation":[93],"of":[94],"xSMA":[96],"using":[98],"real-world":[99],"datasets":[100],"obtained":[101],"Twitter":[103],"Reddit":[105],"are":[106],"also":[107],"described.":[108]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}