{"id":"https://openalex.org/W4392846175","doi":"https://doi.org/10.1145/3625007.3627335","title":"TrendTracker: Temporal, network-based exploration of long-term Twitter trends","display_name":"TrendTracker: Temporal, network-based exploration of long-term Twitter trends","publication_year":2023,"publication_date":"2023-11-06","ids":{"openalex":"https://openalex.org/W4392846175","doi":"https://doi.org/10.1145/3625007.3627335"},"language":"en","primary_location":{"id":"doi:10.1145/3625007.3627335","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625007.3627335","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3625007.3627335","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advances in Social Networks Analysis and Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3625007.3627335","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103092906","display_name":"John Ziegler","orcid":"https://orcid.org/0009-0004-5019-0292"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"John Ziegler","raw_affiliation_strings":["Institute of Computer Science, Heidelberg University, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0009-0004-5019-0292","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094162861","display_name":"Johannes Sindlinger","orcid":"https://orcid.org/0009-0002-4055-3470"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Sindlinger","raw_affiliation_strings":["Institute of Computer Science, Heidelberg University, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0009-0002-4055-3470","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042150618","display_name":"Marina Walther","orcid":"https://orcid.org/0009-0007-5570-3407"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marina Walther","raw_affiliation_strings":["Institute of Computer Science, Heidelberg University, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0009-0007-5570-3407","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061021795","display_name":"Michael Gertz","orcid":"https://orcid.org/0000-0003-4530-6110"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Gertz","raw_affiliation_strings":["Institute of Computer Science, Heidelberg University, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4530-6110","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103092906"],"corresponding_institution_ids":["https://openalex.org/I223822909"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19238281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"441","last_page":"444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9944000244140625,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9714999794960022,"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/term","display_name":"Term (time)","score":0.8476638793945312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6431819796562195},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3612540662288666},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.11001595854759216},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.052396684885025024}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.8476638793945312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6431819796562195},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3612540662288666},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.11001595854759216},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.052396684885025024}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3625007.3627335","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625007.3627335","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3625007.3627335","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advances in Social Networks Analysis and Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3625007.3627335","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625007.3627335","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3625007.3627335","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advances in Social Networks Analysis and Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392846175.pdf","grobid_xml":"https://content.openalex.org/works/W4392846175.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W219683142","https://openalex.org/W229097380","https://openalex.org/W2118110552","https://openalex.org/W2890788855","https://openalex.org/W2897249806","https://openalex.org/W2950627632","https://openalex.org/W3096236010","https://openalex.org/W3106188259","https://openalex.org/W3123122501","https://openalex.org/W4282970220","https://openalex.org/W6745825680","https://openalex.org/W6963288627"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"TrendTracker":[0,72,157],"is":[1,33,95,181],"a":[2,20,76,99,136],"web":[3],"application":[4,158],"for":[5],"the":[6,31,63,71,85,93,107,123,127,132,156,160,169,185],"network-based":[7,124],"and":[8,50,83,117,138,146],"temporal":[9,109,171],"exploration":[10,51],"of":[11,22,57,79,135],"long-term":[12],"social":[13],"media":[14],"trends.":[15,164],"Topical":[16],"trends,":[17],"represented":[18],"as":[19,54,60,106,153],"series":[21],"hashtag":[23],"co-occurrence":[24],"networks,":[25],"can":[26,129,148,176],"interactively":[27],"be":[28,149,177],"explored":[29],"while":[30],"user":[32,64,94,128,161],"provided":[34],"with":[35,65],"detailed":[36],"trend":[37,48,101,125,137],"analysis":[38],"insights.":[39],"This":[40,165],"approach":[41],"has":[42],"several":[43],"benefits":[44],"compared":[45],"to":[46,97,162],"alternative":[47],"visualization":[49],"methods,":[52],"such":[53,105],"ranked":[55],"lists":[56],"trending":[58],"keywords,":[59],"it":[61],"provides":[62],"additional":[66],"context-sensitive":[67],"information.":[68],"To":[69],"showcase":[70],"application,":[73],"we":[74],"leverage":[75],"Twitter":[77],"dataset":[78],"German":[80],"political":[81],"actors":[82],"demonstrate":[84],"system's":[86],"capabilities":[87],"in":[88,119,168],"various":[89],"ways.":[90],"For":[91],"example,":[92],"able":[96],"investigate":[98],"single":[100],"from":[102],"multiple":[103],"perspectives,":[104],"trend's":[108],"development":[110],"over":[111,151],"time,":[112],"including":[113],"its":[114],"topical":[115,174],"shifts":[116],"changes":[118],"popularity.":[120],"Also,":[121],"given":[122],"visualization,":[126],"intuitively":[130],"understand":[131],"different":[133],"facets":[134],"how":[139],"these":[140],"are":[141],"interrelated.":[142],"Thereby,":[143],"individual":[144],"hashtags":[145],"relationships":[147],"tracked":[150],"time":[152],"well.":[154],"Furthermore,":[155],"allows":[159],"compare":[163],"way,":[166],"differences":[167],"trends'":[170],"evolution":[172],"or":[173],"alignment":[175],"uncovered.":[178],"The":[179],"demo":[180],"publicly":[182],"available":[183],"via":[184],"following":[186],"URL:":[187],"https://trend-tracker.ifi.uni-heidelberg.de.":[188]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
