{"id":"https://openalex.org/W4390114449","doi":"https://doi.org/10.3390/computers13010003","title":"Modeling Seasonality of Emotional Tension in Social Media","display_name":"Modeling Seasonality of Emotional Tension in Social Media","publication_year":2023,"publication_date":"2023-12-22","ids":{"openalex":"https://openalex.org/W4390114449","doi":"https://doi.org/10.3390/computers13010003"},"language":"en","primary_location":{"id":"doi:10.3390/computers13010003","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers13010003","pdf_url":"https://www.mdpi.com/2073-431X/13/1/3/pdf?version=1703248457","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-431X/13/1/3/pdf?version=1703248457","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078604211","display_name":"A. P. Nosov","orcid":"https://orcid.org/0000-0001-5342-9618"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexey Nosov","raw_affiliation_strings":["Federal Research Center \u201cComputer Science and Control\u201d of Russian Academy of Sciences, 119333 Moscow, Russia","Federal Research Center \"Computer Science and Control\" of Russian Academy of Sciences, 119333 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Federal Research Center \u201cComputer Science and Control\u201d of Russian Academy of Sciences, 119333 Moscow, Russia","institution_ids":["https://openalex.org/I1313323035"]},{"raw_affiliation_string":"Federal Research Center \"Computer Science and Control\" of Russian Academy of Sciences, 119333 Moscow, Russia","institution_ids":["https://openalex.org/I1313323035"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042913111","display_name":"Yu. M. Kuznetsova","orcid":"https://orcid.org/0000-0001-9380-4478"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Yulia Kuznetsova","raw_affiliation_strings":["Federal Research Center \u201cComputer Science and Control\u201d of Russian Academy of Sciences, 119333 Moscow, Russia","Federal Research Center \"Computer Science and Control\" of Russian Academy of Sciences, 119333 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Federal Research Center \u201cComputer Science and Control\u201d of Russian Academy of Sciences, 119333 Moscow, Russia","institution_ids":["https://openalex.org/I1313323035"]},{"raw_affiliation_string":"Federal Research Center \"Computer Science and Control\" of Russian Academy of Sciences, 119333 Moscow, Russia","institution_ids":["https://openalex.org/I1313323035"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041584606","display_name":"\u041c\u0430\u043a\u0441\u0438\u043c \u0421\u0442\u0430\u043d\u043a\u0435\u0432\u0438\u0447","orcid":"https://orcid.org/0000-0003-0705-5832"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Maksim Stankevich","raw_affiliation_strings":["Federal Research Center \u201cComputer Science and Control\u201d of Russian Academy of Sciences, 119333 Moscow, Russia","Federal Research Center \"Computer Science and Control\" of Russian Academy of Sciences, 119333 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Federal Research Center \u201cComputer Science and Control\u201d of Russian Academy of Sciences, 119333 Moscow, Russia","institution_ids":["https://openalex.org/I1313323035"]},{"raw_affiliation_string":"Federal Research Center \"Computer Science and Control\" of Russian Academy of Sciences, 119333 Moscow, Russia","institution_ids":["https://openalex.org/I1313323035"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070267730","display_name":"Ivan Smirnov","orcid":"https://orcid.org/0000-0003-4490-2017"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Ivan Smirnov","raw_affiliation_strings":["Federal Research Center \u201cComputer Science and Control\u201d of Russian Academy of Sciences, 119333 Moscow, Russia","Federal Research Center \"Computer Science and Control\" of Russian Academy of Sciences, 119333 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Federal Research Center \u201cComputer Science and Control\u201d of Russian Academy of Sciences, 119333 Moscow, Russia","institution_ids":["https://openalex.org/I1313323035"]},{"raw_affiliation_string":"Federal Research Center \"Computer Science and Control\" of Russian Academy of Sciences, 119333 Moscow, Russia","institution_ids":["https://openalex.org/I1313323035"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079636463","display_name":"O. G. Grigoriev","orcid":"https://orcid.org/0000-0001-9660-2396"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Oleg Grigoriev","raw_affiliation_strings":["Federal Research Center \u201cComputer Science and Control\u201d of Russian Academy of Sciences, 119333 Moscow, Russia","Federal Research Center \"Computer Science and Control\" of Russian Academy of Sciences, 119333 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Federal Research Center \u201cComputer Science and Control\u201d of Russian Academy of Sciences, 119333 Moscow, Russia","institution_ids":["https://openalex.org/I1313323035"]},{"raw_affiliation_string":"Federal Research Center \"Computer Science and Control\" of Russian Academy of Sciences, 119333 Moscow, Russia","institution_ids":["https://openalex.org/I1313323035"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5070267730"],"corresponding_institution_ids":["https://openalex.org/I1313323035"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17473263,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"1","first_page":"3","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9958000183105469,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9958000183105469,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9868000149726868,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.9455000162124634,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/seasonality","display_name":"Seasonality","score":0.7319436073303223},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5254365801811218},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5024216175079346},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4673742651939392},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.45127102732658386},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.4388788938522339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4039667844772339},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3235873579978943},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3175424337387085},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1343226134777069}],"concepts":[{"id":"https://openalex.org/C125403950","wikidata":"https://www.wikidata.org/wiki/Q2111082","display_name":"Seasonality","level":2,"score":0.7319436073303223},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5254365801811218},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5024216175079346},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4673742651939392},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.45127102732658386},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.4388788938522339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4039667844772339},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3235873579978943},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3175424337387085},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1343226134777069},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/computers13010003","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers13010003","pdf_url":"https://www.mdpi.com/2073-431X/13/1/3/pdf?version=1703248457","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:434e79384a53480198364d8df2b963cf","is_oa":true,"landing_page_url":"https://doaj.org/article/434e79384a53480198364d8df2b963cf","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers, Vol 13, Iss 1, p 3 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/computers13010003","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers13010003","pdf_url":"https://www.mdpi.com/2073-431X/13/1/3/pdf?version=1703248457","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1717111205","display_name":null,"funder_award_id":"075-15-2020","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"},{"id":"https://openalex.org/G3440684389","display_name":null,"funder_award_id":"075-15-2020-799","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"},{"id":"https://openalex.org/G6444257319","display_name":null,"funder_award_id":"075-15-","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"}],"funders":[{"id":"https://openalex.org/F4320327494","display_name":"Ministry of Science and Higher Education of the Russian Federation","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390114449.pdf","grobid_xml":"https://content.openalex.org/works/W4390114449.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W995372445","https://openalex.org/W1963486426","https://openalex.org/W1965600549","https://openalex.org/W1995582071","https://openalex.org/W2008803468","https://openalex.org/W2050720927","https://openalex.org/W2085866051","https://openalex.org/W2118185461","https://openalex.org/W2167036165","https://openalex.org/W2170784062","https://openalex.org/W2173694558","https://openalex.org/W2186024992","https://openalex.org/W2336574956","https://openalex.org/W2426918102","https://openalex.org/W2516542082","https://openalex.org/W2519049461","https://openalex.org/W2535901130","https://openalex.org/W2612845683","https://openalex.org/W2756449006","https://openalex.org/W2761553559","https://openalex.org/W2761609982","https://openalex.org/W2786107184","https://openalex.org/W2944713854","https://openalex.org/W2949965121","https://openalex.org/W2984603541","https://openalex.org/W3036397072","https://openalex.org/W3038796445","https://openalex.org/W3085705145","https://openalex.org/W3125694186","https://openalex.org/W3165577025","https://openalex.org/W3186494228","https://openalex.org/W3204148876","https://openalex.org/W4210384644","https://openalex.org/W4221030819","https://openalex.org/W4223640602","https://openalex.org/W4234580748","https://openalex.org/W4281255958","https://openalex.org/W4284964402","https://openalex.org/W4285334896","https://openalex.org/W4292081177","https://openalex.org/W4362558246","https://openalex.org/W4376646097","https://openalex.org/W4379471124","https://openalex.org/W4380321731","https://openalex.org/W4386996709","https://openalex.org/W4388928829","https://openalex.org/W6607545314","https://openalex.org/W6685089240","https://openalex.org/W6712710312","https://openalex.org/W6787537111","https://openalex.org/W6798837781","https://openalex.org/W6877886936"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2125395284","https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W202945371","https://openalex.org/W188202134","https://openalex.org/W2616486534","https://openalex.org/W4282936821"],"abstract_inverted_index":{"Social":[0],"media":[1,112],"has":[2],"become":[3],"an":[4],"almost":[5],"unlimited":[6],"resource":[7],"for":[8,33,95,149,160,213],"studying":[9],"social":[10,111,123,218],"processes.":[11],"Seasonality":[12],"is":[13,29,41,116,187,211],"a":[14,30,50,93,134,146,181,214],"phenomenon":[15],"that":[16,189],"significantly":[17],"affects":[18],"many":[19],"physical":[20],"and":[21,37,46,56,59,97,104,130,172,175,198],"mental":[22],"states.":[23],"Modeling":[24],"collective":[25,72,80],"emotional":[26,107,202],"seasonal":[27,102,162,192],"changes":[28],"challenging":[31],"task":[32],"the":[34,44,61,64,68,101,131,138,164,173,190,196,199,206],"technical,":[35],"social,":[36],"humanities":[38],"sciences.":[39],"This":[40],"due":[42],"to":[43,127,154,195],"laboriousness":[45],"complexity":[47],"of":[48,53,71,100,106,133,166,177,183,201,217],"obtaining":[49],"sufficient":[51],"amount":[52],"data,":[54,151,197],"processing":[55],"evaluating":[57,98],"them,":[58],"presenting":[60],"results.":[62],"At":[63],"same":[65],"time,":[66],"understanding":[67],"annual":[69],"dynamics":[70,200],"sentiment":[73],"provides":[74],"us":[75],"with":[76,205],"important":[77],"insights":[78],"into":[79],"behavior,":[81],"especially":[82],"in":[83,121,137,230],"various":[84],"crises":[85],"or":[86,226],"disasters.":[87],"In":[88],"our":[89],"study,":[90],"we":[91],"propose":[92],"scheme":[94],"identifying":[96],"signs":[99],"rise":[103],"fall":[105],"tension":[108,203],"based":[109,117],"on":[110,118],"texts.":[113],"The":[114,208],"analysis":[115,153],"Russian-language":[119],"comments":[120],"VKontakte":[122],"network":[124],"communities":[125],"devoted":[126],"city":[128],"news":[129],"events":[132],"small":[135],"town":[136],"Nizhny":[139],"Novgorod":[140],"region,":[141],"Russia.":[142],"Workflow":[143],"steps":[144],"include":[145],"statistical":[147],"method":[148],"categorizing":[150],"exploratory":[152],"identify":[155],"common":[156],"patterns,":[157],"data":[158,168],"aggregation":[159],"modeling":[161],"changes,":[163],"identification":[165],"typical":[167],"properties":[169],"through":[170],"clustering,":[171],"formulation":[174],"validation":[176],"seasonality":[178,184],"criteria.":[179],"As":[180],"result":[182],"modeling,":[185],"it":[186],"shown":[188],"calendar":[191],"model":[193],"corresponds":[194],"correlate":[204],"seasons.":[207],"proposed":[209],"methodology":[210],"useful":[212],"wide":[215],"range":[216],"practice":[219],"issues,":[220],"such":[221],"as":[222],"monitoring":[223],"public":[224],"opinion":[225],"assessing":[227],"irregular":[228],"shifts":[229],"mass":[231],"emotions.":[232]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
