{"id":"https://openalex.org/W4404969355","doi":"https://doi.org/10.1007/978-3-031-78498-9_2","title":": A New Dataset for\u00a0 pularity diction of\u00a0 manian Reddit Posts","display_name":": A New Dataset for\u00a0 pularity diction of\u00a0 manian Reddit Posts","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4404969355","doi":"https://doi.org/10.1007/978-3-031-78498-9_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-78498-9_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-78498-9_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-031-78498-9_2","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018207438","display_name":"Ana-Cristina Rogoz","orcid":null},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ana-Cristina Rogoz","raw_affiliation_strings":["Department of Computer Science, University of Bucharest, 14 Academiei, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bucharest, 14 Academiei, Bucharest, Romania","institution_ids":["https://openalex.org/I141595442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100258017","display_name":"Maria Ilinca Nechita","orcid":null},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Maria Ilinca Nechita","raw_affiliation_strings":["Department of Computer Science, University of Bucharest, 14 Academiei, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bucharest, 14 Academiei, Bucharest, Romania","institution_ids":["https://openalex.org/I141595442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081017623","display_name":"Radu Tudor Ionescu","orcid":"https://orcid.org/0000-0002-9301-1950"},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Radu Tudor Ionescu","raw_affiliation_strings":["Department of Computer Science, University of Bucharest, 14 Academiei, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bucharest, 14 Academiei, Bucharest, Romania","institution_ids":["https://openalex.org/I141595442"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081017623"],"corresponding_institution_ids":["https://openalex.org/I141595442"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.3556,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59372023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"16","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9997000098228455,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9997000098228455,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9994999766349792,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9984999895095825,"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/diction","display_name":"Diction","score":0.944356381893158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8254644870758057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37056320905685425},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3284286856651306},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.0766458809375763},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.03764507174491882}],"concepts":[{"id":"https://openalex.org/C2779148373","wikidata":"https://www.wikidata.org/wiki/Q1225396","display_name":"Diction","level":3,"score":0.944356381893158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8254644870758057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37056320905685425},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3284286856651306},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0766458809375763},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.03764507174491882},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-78498-9_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-78498-9_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-78498-9_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-78498-9_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2027321025","https://openalex.org/W2171410332","https://openalex.org/W2493916176","https://openalex.org/W2600216367","https://openalex.org/W2739681832","https://openalex.org/W2760860087","https://openalex.org/W2801757018","https://openalex.org/W2807032982","https://openalex.org/W2892714402","https://openalex.org/W2927148761","https://openalex.org/W2949377321","https://openalex.org/W2953252284","https://openalex.org/W2963626623","https://openalex.org/W2987392802","https://openalex.org/W3047056223","https://openalex.org/W3082773694","https://openalex.org/W3102046836","https://openalex.org/W3107899304","https://openalex.org/W3122471732","https://openalex.org/W3138358781","https://openalex.org/W3175432533","https://openalex.org/W4200259318","https://openalex.org/W4389828634","https://openalex.org/W6600020421","https://openalex.org/W6600319451"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2598737672","https://openalex.org/W2384387890","https://openalex.org/W4248779552","https://openalex.org/W106695298","https://openalex.org/W3176351016","https://openalex.org/W3180708849","https://openalex.org/W3204019825"],"abstract_inverted_index":{"We":[0,103,129],"introduce":[1,41],"PoPreRo,":[2],"the":[3,56,72,77,92,100,121],"first":[4],"dataset":[5,17,132],"for":[6,52],"Popularity":[7],"Prediction":[8],"of":[9,22,29,44,62,69,123],"Romanian":[10],"posts":[11,126],"collected":[12],"from":[13,25],"Reddit.":[14],"The":[15],"PoPreRo":[16,82,107],"includes":[18],"a":[19,42,65,109],"varied":[20],"compilation":[21],"post":[23],"samples":[24],"five":[26],"distinct":[27],"subreddits":[28],"Romania,":[30],"totaling":[31],"28,107":[32],"data":[33],"samples.":[34],"Along":[35],"with":[36],"our":[37,131],"novel":[38],"dataset,":[39],"we":[40],"set":[43],"competitive":[45],"models":[46,118],"to":[47,116],"be":[48,114],"used":[49,115],"as":[50],"baselines":[51],"future":[53],"research.":[54],"Interestingly,":[55],"top-scoring":[57],"model":[58],"achieves":[59],"an":[60],"accuracy":[61],"$$61.35\\%$$":[63],"and":[64],"macro":[66],"$$F_1$$":[67],"score":[68],"$$60.60\\%$$":[70],"on":[71,81,89,119],"test":[73],"set,":[74],"indicating":[75],"that":[76,106,112],"popularity":[78,122],"prediction":[79],"task":[80],"is":[83,108],"very":[84],"challenging.":[85],"Further":[86],"investigations":[87],"based":[88],"few-shot":[90],"prompting":[91],"Falcon-7B":[93],"Large":[94],"Language":[95],"Model":[96],"also":[97],"point":[98],"in":[99,127],"same":[101],"direction.":[102],"thus":[104],"believe":[105],"valuable":[110],"resource":[111],"can":[113],"evaluate":[117],"predicting":[120],"social":[124],"media":[125],"Romanian.":[128],"release":[130],"at":[133],"https://github.com/ana-rogoz/PoPreRo":[134],".":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}