{"id":"https://openalex.org/W7155363130","doi":"https://doi.org/10.48550/arxiv.2604.20119","title":"Zeitgeist-Aware Multimodal (ZAM) Datasets of Pro-Eating Disorder Short-Form Videos: An Idea Worth Researching","display_name":"Zeitgeist-Aware Multimodal (ZAM) Datasets of Pro-Eating Disorder Short-Form Videos: An Idea Worth Researching","publication_year":2026,"publication_date":"2026-04-22","ids":{"openalex":"https://openalex.org/W7155363130","doi":"https://doi.org/10.48550/arxiv.2604.20119"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.20119","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.20119","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.20119","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018002327","display_name":"Eden Shaveet","orcid":"https://orcid.org/0000-0002-6889-6064"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shaveet, Eden","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064781302","display_name":"Zefan Sramek","orcid":"https://orcid.org/0000-0003-4541-0399"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sramek, Zefan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022945602","display_name":"Yumi Hamamoto","orcid":"https://orcid.org/0000-0002-7166-6059"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hamamoto, Yumi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134447729","display_name":"Jing Du","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Du, Jing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134372193","display_name":"Scott Griffiths","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Griffiths, Scott","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134366594","display_name":"Thalia Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Thalia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075100599","display_name":"Thalia Viranda","orcid":"https://orcid.org/0009-0008-6933-3926"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Viranda, Thalia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134420692","display_name":"William Hornby","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hornby, William","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134442797","display_name":"Flora Salim","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salim, Flora","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089292344","display_name":"Koji Yatani","orcid":"https://orcid.org/0000-0003-4192-0420"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yatani, Koji","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5134427597","display_name":"Tanzeem Choudhury","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Choudhury, Tanzeem","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":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10263","display_name":"Eating Disorders and Behaviors","score":0.804099977016449,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10263","display_name":"Eating Disorders and Behaviors","score":0.804099977016449,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.02889999933540821,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.022299999371170998,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.5389999747276306},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5295000076293945},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.476500004529953},{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.447299987077713},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43549999594688416},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.3828999996185303},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3659000098705292},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.34950000047683716},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.3239000141620636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7315999865531921},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.5389999747276306},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5295000076293945},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.476500004529953},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.447299987077713},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43549999594688416},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4253000020980835},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.3828999996185303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3801000118255615},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3659000098705292},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.34950000047683716},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.328900009393692},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.3239000141620636},{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.32010000944137573},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2989000082015991},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.289900004863739},{"id":"https://openalex.org/C17632256","wikidata":"https://www.wikidata.org/wiki/Q1076968","display_name":"Digital media","level":2,"score":0.289900004863739},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.2630999982357025},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2623000144958496},{"id":"https://openalex.org/C3020234875","wikidata":"https://www.wikidata.org/wiki/Q1260632","display_name":"Media content","level":2,"score":0.2565999925136566},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.25519999861717224},{"id":"https://openalex.org/C2775953033","wikidata":"https://www.wikidata.org/wiki/Q5276060","display_name":"Digital curation","level":2,"score":0.2535000145435333},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.2533999979496002},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.2531000077724457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.20119","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.20119","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.20119","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.20119","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"score":0.7177918553352356,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Objective:":[0],"Reliable":[1],"identification":[2],"of":[3,29,44,64,70,100,117,197],"pro-eating":[4],"disorder":[5],"(pro-ED)":[6],"content":[7,82,104,190],"online":[8,138],"suffers":[9],"from":[10],"two":[11],"pervasive":[12],"problems:":[13],"1)":[14],"existing":[15],"methods":[16,35],"predominantly":[17],"rely":[18],"on":[19,83],"text-based":[20],"signals,":[21],"failing":[22],"to":[23,37,59],"capture":[24],"the":[25,41,62,111,114,129,195],"inherently":[26],"multimodal":[27,76,94,102],"nature":[28],"multimedia":[30],"content;":[31],"and":[32,48,74,125,132,135,157,167,185],"2)":[33],"these":[34,56],"struggle":[36],"keep":[38],"pace":[39],"with":[40,105],"rapid":[42],"evolution":[43],"references,":[45],"memes,":[46],"terminology,":[47],"contextual":[49],"cues":[50],"that":[51,108,162],"underlie":[52],"this":[53],"content.":[54],"Together,":[55],"limitations":[57],"point":[58],"a":[60,143],"gap:":[61],"absence":[63],"an":[65],"expert-annotated":[66],"reference":[67],"standard":[68],"capable":[69],"supporting":[71],"real-time":[72],"research":[73],"robust":[75],"detection":[77],"model":[78],"training":[79],"for":[80,145,154,194],"pro-ED":[81,103,121,181],"short-form":[84,188],"video":[85,189],"platforms.":[86],"Method:":[87],"To":[88],"address":[89],"this,":[90],"we":[91],"propose":[92],"\"zeitgeist-aware\"":[93],"(ZAM)":[95],"datasets:":[96],"continuously":[97],"curated":[98],"collections":[99],"annotated":[101],"inclusion":[106],"criteria":[107],"evolve":[109],"alongside":[110],"memetic":[112],"zeitgeist:":[113],"variable":[115],"essence":[116],"what":[118],"is":[119,183],"considered":[120],"as":[122],"new":[123],"media":[124],"references":[126],"come":[127],"into":[128],"cultural":[130],"zeitgeist":[131],"are":[133,177],"absorbed":[134],"interpreted":[136],"in":[137,179],"spaces.":[139],"Results:":[140],"We":[141],"present":[142],"rationale":[144],"such":[146],"datasets,":[147],"define":[148],"their":[149,155],"core":[150],"characteristics,":[151],"outline":[152],"approaches":[153],"curation,":[156],"describe":[158],"our":[159],"progress":[160],"toward":[161],"end.":[163],"Discussion:":[164],"This":[165],"dataset":[166],"pipeline":[168],"architecture":[169],"may":[170],"benefit":[171],"researchers":[172],"across":[173,191],"several":[174],"fields":[175],"who":[176],"interested":[178],"how":[180],"sentiment":[182],"encoded":[184],"transmitted":[186],"through":[187],"time,":[192],"including":[193],"purpose":[196],"responsive":[198],"moderation":[199],"efforts.":[200]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-04-24T00:00:00"}
