{"id":"https://openalex.org/W3016692872","doi":"https://doi.org/10.3390/e22040441","title":"Entropy-Based Approach for the Detection of Changes in Arabic Newspapers\u2019 Content","display_name":"Entropy-Based Approach for the Detection of Changes in Arabic Newspapers\u2019 Content","publication_year":2020,"publication_date":"2020-04-14","ids":{"openalex":"https://openalex.org/W3016692872","doi":"https://doi.org/10.3390/e22040441","mag":"3016692872","pmid":"https://pubmed.ncbi.nlm.nih.gov/33286215"},"language":"en","primary_location":{"id":"doi:10.3390/e22040441","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22040441","pdf_url":"https://www.mdpi.com/1099-4300/22/4/441/pdf?version=1586852260","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/22/4/441/pdf?version=1586852260","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030389801","display_name":"Olga Bernikova","orcid":"https://orcid.org/0000-0001-8397-3171"},"institutions":[{"id":"https://openalex.org/I172901346","display_name":"St Petersburg University","ror":"https://ror.org/023znxa73","country_code":"RU","type":"education","lineage":["https://openalex.org/I172901346"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Olga Bernikova","raw_affiliation_strings":["Research Laboratory for Analysis and Modeling of Social Processes, Saint Petersburg State University, Universitetskaya nab. 7-9, Saint Petersburg 190000, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Laboratory for Analysis and Modeling of Social Processes, Saint Petersburg State University, Universitetskaya nab. 7-9, Saint Petersburg 190000, Russia","institution_ids":["https://openalex.org/I172901346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056320794","display_name":"Oleg Granichin","orcid":"https://orcid.org/0000-0002-3631-7347"},"institutions":[{"id":"https://openalex.org/I172901346","display_name":"St Petersburg University","ror":"https://ror.org/023znxa73","country_code":"RU","type":"education","lineage":["https://openalex.org/I172901346"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Oleg Granichin","raw_affiliation_strings":["Faculty of Mathematics and Mechanics, and Research Laboratory for Analysis and Modeling of Social Processes, Saint Petersburg State University, Universitetsky prospekt 28, Saint Petersburg 198504, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Mechanics, and Research Laboratory for Analysis and Modeling of Social Processes, Saint Petersburg State University, Universitetsky prospekt 28, Saint Petersburg 198504, Russia","institution_ids":["https://openalex.org/I172901346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004207201","display_name":"Dan Lemberg","orcid":null},"institutions":[{"id":"https://openalex.org/I231622532","display_name":"Braude College of Engineering Karmiel","ror":"https://ror.org/004af2v94","country_code":"IL","type":"education","lineage":["https://openalex.org/I231622532"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Dan Lemberg","raw_affiliation_strings":["Software Engineering Department, ORT Braude College of Engineering, Karmiel 21982, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Engineering Department, ORT Braude College of Engineering, Karmiel 21982, Israel","institution_ids":["https://openalex.org/I231622532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019998861","display_name":"Oleg Redkin","orcid":"https://orcid.org/0000-0002-0439-2326"},"institutions":[{"id":"https://openalex.org/I172901346","display_name":"St Petersburg University","ror":"https://ror.org/023znxa73","country_code":"RU","type":"education","lineage":["https://openalex.org/I172901346"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Oleg Redkin","raw_affiliation_strings":["Research Laboratory for Analysis and Modeling of Social Processes, Saint Petersburg State University, Universitetskaya nab. 7-9, Saint Petersburg 190000, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Laboratory for Analysis and Modeling of Social Processes, Saint Petersburg State University, Universitetskaya nab. 7-9, Saint Petersburg 190000, Russia","institution_ids":["https://openalex.org/I172901346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056581027","display_name":"Zeev Volkovich","orcid":"https://orcid.org/0000-0003-4636-9762"},"institutions":[{"id":"https://openalex.org/I231622532","display_name":"Braude College of Engineering Karmiel","ror":"https://ror.org/004af2v94","country_code":"IL","type":"education","lineage":["https://openalex.org/I231622532"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Zeev Volkovich","raw_affiliation_strings":["Software Engineering Department, ORT Braude College of Engineering, Karmiel 21982, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Engineering Department, ORT Braude College of Engineering, Karmiel 21982, Israel","institution_ids":["https://openalex.org/I231622532"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5056581027"],"corresponding_institution_ids":["https://openalex.org/I231622532"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.4005,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57509735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"22","issue":"4","first_page":"441","last_page":"441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.977400004863739,"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":0.977400004863739,"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":0.9678000211715698,"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"}},{"id":"https://openalex.org/T13718","display_name":"Media Influence and Politics","score":0.9639000296592712,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/newspaper","display_name":"Newspaper","score":0.9055759906768799},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.5880329608917236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5487585067749023},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5360214114189148},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.45644763112068176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4556456506252289},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.43325257301330566},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3815460503101349},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33275532722473145},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.16068142652511597}],"concepts":[{"id":"https://openalex.org/C201280247","wikidata":"https://www.wikidata.org/wiki/Q11032","display_name":"Newspaper","level":2,"score":0.9055759906768799},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.5880329608917236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5487585067749023},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5360214114189148},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.45644763112068176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4556456506252289},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.43325257301330566},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3815460503101349},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33275532722473145},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.16068142652511597},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e22040441","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22040441","pdf_url":"https://www.mdpi.com/1099-4300/22/4/441/pdf?version=1586852260","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},{"id":"pmid:33286215","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33286215","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:654497a77c6944c6a3a6921570d15111","is_oa":true,"landing_page_url":"https://doaj.org/article/654497a77c6944c6a3a6921570d15111","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 22, Iss 4, p 441 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/22/4/441/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e22040441","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7516919","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7516919","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e22040441","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22040441","pdf_url":"https://www.mdpi.com/1099-4300/22/4/441/pdf?version=1586852260","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3016692872.pdf","grobid_xml":"https://content.openalex.org/works/W3016692872.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1967470069","https://openalex.org/W1974971448","https://openalex.org/W2003357211","https://openalex.org/W2076441291","https://openalex.org/W2147876157","https://openalex.org/W2250539671","https://openalex.org/W2293450022","https://openalex.org/W2308277629","https://openalex.org/W2342119978","https://openalex.org/W2531332599","https://openalex.org/W2767784948","https://openalex.org/W2770331115","https://openalex.org/W2962739339","https://openalex.org/W3133437441","https://openalex.org/W3183522126","https://openalex.org/W4245389512","https://openalex.org/W6798736220"],"related_works":["https://openalex.org/W2376554757","https://openalex.org/W612150824","https://openalex.org/W2361959990","https://openalex.org/W1596512750","https://openalex.org/W2383443050","https://openalex.org/W2367702734","https://openalex.org/W2100945520","https://openalex.org/W2386525189","https://openalex.org/W2360284199","https://openalex.org/W2620505790"],"abstract_inverted_index":{"A":[0,89,106,135],"new":[1],"method":[2],"for":[3],"the":[4,16,28,59,62,78,83,86,92,95,102,110,113,117,121,125,145,152,156,159,169,173,181,184,191,200,205,209],"recognition":[5],"of":[6,15,27,52,85,94,120,127,132,151,161,172,194,208],"meaningful":[7],"changes":[8,182],"in":[9,19,31,43,61,91,101,177,183,199],"social":[10],"state":[11],"based":[12],"on":[13,190],"transformations":[14],"linguistic":[17,29,80],"content":[18],"Arabic":[20,32,53,196],"newspapers":[21,33,197],"is":[22,164],"suggested.":[23],"The":[24,38,75],"detected":[25],"alterations":[26],"material":[30],"play":[34],"an":[35,44],"indicator":[36],"role.":[37],"currently":[39],"proposed":[40],"approach":[41,76,138],"acts":[42],"\u201conline\u201d":[45],"fashion":[46],"and":[47,147],"uses":[48],"pre-trained":[49],"vector":[50],"representations":[51],"words.":[54],"After":[55],"a":[56,71,99,141,149],"pre-processing":[57],"stage,":[58,158],"words":[60],"issues\u2019":[63],"texts":[64],"are":[65],"substituted":[66],"by":[67,82,140],"vectors":[68],"obtained":[69,176],"within":[70],"word":[72],"embedding":[73],"methodology.":[74],"typifies":[77],"consistent":[79],"template":[81],"similarity":[84,118],"embedded":[87],"vectors.":[88],"change":[90,170],"distributions":[93],"issue-grounded":[96],"samples":[97],"indicates":[98],"difference":[100],"underlying":[103],"newspaper":[104,185],"template.":[105],"two-step":[107],"procedure":[108],"implements":[109],"concept,":[111],"where":[112],"first":[114],"step":[115],"compares":[116],"distribution":[119],"current":[122],"issue":[123],"versus":[124],"union":[126],"ones":[128],"corresponding":[129],"to":[130],"several":[131,195],"its":[133],"predecessors.":[134],"repeating":[136],"under-sampling":[137],"accompanied":[139],"two-sample":[142],"test":[143],"stabilizes":[144],"sampling":[146],"returns":[148],"collection":[150],"resultant":[153],"p-values.":[154],"In":[155],"second":[157],"entropy":[160],"these":[162],"sets":[163],"sequentially":[165],"calculated,":[166],"such":[167],"that":[168],"points":[171],"time":[174],"series":[175],"this":[178],"way":[179],"indicate":[180],"content.":[186],"Numerical":[187],"experiments":[188],"provided":[189],"following":[192],"issues":[193],"published":[198],"Arab":[201],"Spring":[202],"period":[203],"demonstrate":[204],"high":[206],"reliability":[207],"method.":[210]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
