{"id":"https://openalex.org/W4416937843","doi":"https://doi.org/10.1007/s13278-025-01537-5","title":"NAZM: network analysis of zonal metrics in Persian poetic tradition","display_name":"NAZM: network analysis of zonal metrics in Persian poetic tradition","publication_year":2025,"publication_date":"2025-12-03","ids":{"openalex":"https://openalex.org/W4416937843","doi":"https://doi.org/10.1007/s13278-025-01537-5"},"language":"en","primary_location":{"id":"doi:10.1007/s13278-025-01537-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-025-01537-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-025-01537-5.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13278-025-01537-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085097373","display_name":"Kourosh Shahnazari","orcid":"https://orcid.org/0000-0002-3586-6838"},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Kourosh Shahnazari","raw_affiliation_strings":["Sharif University of Technology, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-3586-6838","affiliations":[{"raw_affiliation_string":"Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063918647","display_name":"Seyed Moein Ayyoubzadeh","orcid":"https://orcid.org/0009-0007-4616-3787"},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Seyed Moein Ayyoubzadeh","raw_affiliation_strings":["Sharif University of Technology, Tehran, Iran"],"raw_orcid":"https://orcid.org/0009-0007-4616-3787","affiliations":[{"raw_affiliation_string":"Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mohammadamin Fazli","orcid":"https://orcid.org/0000-0002-8177-0239"},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammadamin Fazli","raw_affiliation_strings":["Sharif University of Technology, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-8177-0239","affiliations":[{"raw_affiliation_string":"Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mohammadali Keshtparvar","orcid":"https://orcid.org/0009-0004-3331-9883"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammadali Keshtparvar","raw_affiliation_strings":["Amirkabir University of Technology, Tehran, Iran"],"raw_orcid":"https://orcid.org/0009-0004-3331-9883","affiliations":[{"raw_affiliation_string":"Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085097373"],"corresponding_institution_ids":["https://openalex.org/I133529467"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19475649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.11959999799728394,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.11959999799728394,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.08649999648332596,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.044599998742341995,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.7894999980926514},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6269999742507935},{"id":"https://openalex.org/keywords/persian","display_name":"Persian","score":0.6241000294685364},{"id":"https://openalex.org/keywords/poetry","display_name":"Poetry","score":0.5687000155448914},{"id":"https://openalex.org/keywords/computational-linguistics","display_name":"Computational linguistics","score":0.5584999918937683},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.5126000046730042},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43560001254081726},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4092000126838684}],"concepts":[{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.7894999980926514},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6269999742507935},{"id":"https://openalex.org/C2776527531","wikidata":"https://www.wikidata.org/wiki/Q9168","display_name":"Persian","level":2,"score":0.6241000294685364},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"score":0.5687000155448914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.567799985408783},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.5584999918937683},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.5126000046730042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4749000072479248},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4542999863624573},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43560001254081726},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4092000126838684},{"id":"https://openalex.org/C11804174","wikidata":"https://www.wikidata.org/wiki/Q1192971","display_name":"Network theory","level":2,"score":0.3790999948978424},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.365200012922287},{"id":"https://openalex.org/C112953755","wikidata":"https://www.wikidata.org/wiki/Q739462","display_name":"Graph drawing","level":3,"score":0.36149999499320984},{"id":"https://openalex.org/C142932270","wikidata":"https://www.wikidata.org/wiki/Q58854","display_name":"Literary criticism","level":2,"score":0.3614000082015991},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.3312000036239624},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.32269999384880066},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.31279999017715454},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.31189998984336853},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.3109999895095825},{"id":"https://openalex.org/C143271835","wikidata":"https://www.wikidata.org/wiki/Q254515","display_name":"Similitude","level":2,"score":0.30390000343322754},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.28220000863075256},{"id":"https://openalex.org/C502581569","wikidata":"https://www.wikidata.org/wiki/Q2684060","display_name":"Regionalism (politics)","level":4,"score":0.25049999356269836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13278-025-01537-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-025-01537-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-025-01537-5.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s13278-025-01537-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-025-01537-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-025-01537-5.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416937843.pdf","grobid_xml":"https://content.openalex.org/works/W4416937843.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2130237711","https://openalex.org/W2131681506","https://openalex.org/W2573129194","https://openalex.org/W2785078427","https://openalex.org/W2953702336","https://openalex.org/W3122910277","https://openalex.org/W4226310993","https://openalex.org/W4280539559"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"This":[1],"research":[2],"presents":[3,148],"a":[4,18,23,149,171],"computational":[5,140],"model":[6],"designed":[7],"to":[8,97,155],"analyze":[9],"influence":[10,47,125],"dynamics":[11],"between":[12,51,120],"classical":[13],"Persian":[14,135],"poets":[15,59,71],"in":[16],"producing":[17],"multi-dimensional":[19,168],"similarity":[20,41,169],"network.":[21],"Using":[22],"hand-curated":[24],"dataset":[25],"derived":[26],"from":[27],"Ganjoor\u2019s":[28],"corpus,":[29],"we":[30,92,166],"integrate":[31],"semantic,":[32],"lexical,":[33],"stylistic,":[34],"thematic,":[35],"and":[36,64,75,106,123,126,142,151,160,195],"metrical":[37],"features":[38],"generating":[39],"weighted":[40],"matrices":[42],"subsequently":[43],"integrated":[44],"into":[45,131],"an":[46],"graph":[48],"portraying":[49],"relationships":[50],"poets.":[52],"A":[53],"network":[54,183],"analysis":[55],"identifies":[56],"both":[57,156],"famous":[58],"such":[60,72],"as":[61,73,170],"Hafez,":[62],"Sa\u02bfdi,":[63],"Rumi":[65],"holding":[66],"central":[67],"positions":[68],"alongside":[69],"minor":[70],"Kh\u0101q\u0101n\u012b":[74],"Salm\u0101n":[76],"S\u0101vaj\u012b":[77],"whose":[78],"brokerage":[79],"roles":[80],"become":[81],"structurally":[82],"informative.":[83],"By":[84,138],"using":[85],"community":[86],"detection":[87],"via":[88],"the":[89,107,132,182],"Louvain":[90],"algorithm,":[91],"further":[93],"connect":[94],"discovered":[95],"groups":[96],"known":[98],"literary":[99,143,158],"schools,":[100],"notably":[101],"Sabk-e":[102,104],"Khorasani,":[103],"Hindi,":[105],"Bazgasht-e":[108],"Adabi":[109],"move":[110],"ment.":[111],"The":[112],"findings":[113],"exemplify":[114],"how":[115],"data-driven":[116],"methods":[117],"can":[118],"differentiate":[119],"canonical":[121],"height":[122],"structural":[124,179],"hence":[127],"yield":[128],"new":[129],"insights":[130],"evolution":[133],"of":[134],"poetic":[136],"lineages.":[137],"integrating":[139],"linguistics":[141],"analysis,":[144],"our":[145],"proposed":[146],"outline":[147],"scalable":[150],"interpretable":[152],"instrument":[153],"suited":[154],"historical":[157,196],"studies":[159],"future":[161],"digital":[162],"humanities":[163],"work.":[164],"Throughout,":[165],"use":[167],"proxy":[172],"for":[173],"potential":[174],"influence.":[175],"Centrality":[176],"therefore":[177],"reflects":[178],"integration":[180],"within":[181],"rather":[184],"than":[185],"cultural":[186],"magnitude":[187],"or":[188],"causal":[189],"primacy;":[190],"establishing":[191],"directionality":[192],"requires":[193],"temporal":[194],"evidence.":[197]},"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2025-12-03T00:00:00"}
