{"id":"https://openalex.org/W4412022861","doi":"https://doi.org/10.3103/s0146411625700130","title":"Estimating Page Ranks with Inductive Capability of Graph Neural Networks and Zone Partitioning in Information Retrieval","display_name":"Estimating Page Ranks with Inductive Capability of Graph Neural Networks and Zone Partitioning in Information Retrieval","publication_year":2025,"publication_date":"2025-04-01","ids":{"openalex":"https://openalex.org/W4412022861","doi":"https://doi.org/10.3103/s0146411625700130"},"language":"en","primary_location":{"id":"doi:10.3103/s0146411625700130","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411625700130","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084967592","display_name":"Fargana J. Abdullayeva","orcid":"https://orcid.org/0000-0003-2288-6255"},"institutions":[{"id":"https://openalex.org/I4210096834","display_name":"Azerbaijan Scientific-Research & Design-Prospecting Power Engineering Institute","ror":"https://ror.org/00vrtwn56","country_code":"AZ","type":"facility","lineage":["https://openalex.org/I126595936","https://openalex.org/I4210096834"]},{"id":"https://openalex.org/I26889942","display_name":"Azerbaijan Technical University","ror":"https://ror.org/01qe1a488","country_code":"AZ","type":"education","lineage":["https://openalex.org/I26889942"]}],"countries":["AZ"],"is_corresponding":true,"raw_author_name":"Fargana Abdullayeva","raw_affiliation_strings":["Institute of Information Technology, AZ1141, Baku, Azerbaijan"],"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, AZ1141, Baku, Azerbaijan","institution_ids":["https://openalex.org/I4210096834","https://openalex.org/I26889942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066503572","display_name":"Suleyman Suleymanzade","orcid":"https://orcid.org/0000-0001-8786-6883"},"institutions":[{"id":"https://openalex.org/I26889942","display_name":"Azerbaijan Technical University","ror":"https://ror.org/01qe1a488","country_code":"AZ","type":"education","lineage":["https://openalex.org/I26889942"]},{"id":"https://openalex.org/I4210096834","display_name":"Azerbaijan Scientific-Research & Design-Prospecting Power Engineering Institute","ror":"https://ror.org/00vrtwn56","country_code":"AZ","type":"facility","lineage":["https://openalex.org/I126595936","https://openalex.org/I4210096834"]}],"countries":["AZ"],"is_corresponding":false,"raw_author_name":"Suleyman Suleymanzade","raw_affiliation_strings":["Institute of Information Technology, AZ1141, Baku, Azerbaijan"],"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, AZ1141, Baku, Azerbaijan","institution_ids":["https://openalex.org/I4210096834","https://openalex.org/I26889942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5084967592"],"corresponding_institution_ids":["https://openalex.org/I26889942","https://openalex.org/I4210096834"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08707661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"59","issue":"2","first_page":"150","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12072","display_name":"Machine Learning and Algorithms","score":0.995199978351593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8607951998710632},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5690478086471558},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4667910039424896},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3739829957485199},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32891812920570374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32058364152908325},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2830221652984619}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8607951998710632},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5690478086471558},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4667910039424896},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3739829957485199},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32891812920570374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32058364152908325},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2830221652984619}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3103/s0146411625700130","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411625700130","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2010368166","https://openalex.org/W2013101769","https://openalex.org/W2066636486","https://openalex.org/W2124168655","https://openalex.org/W2153959628","https://openalex.org/W2168190036","https://openalex.org/W2169263924","https://openalex.org/W2173213060","https://openalex.org/W2253675773","https://openalex.org/W2559655401","https://openalex.org/W2788178129","https://openalex.org/W2807021761","https://openalex.org/W2894324541","https://openalex.org/W2904719450","https://openalex.org/W2955536771","https://openalex.org/W2980633415","https://openalex.org/W3031846708","https://openalex.org/W3095609162","https://openalex.org/W3097300053","https://openalex.org/W3098419585","https://openalex.org/W3100848837","https://openalex.org/W3172854437","https://openalex.org/W3193501747","https://openalex.org/W4206219939","https://openalex.org/W4206233047","https://openalex.org/W4229378764","https://openalex.org/W4300874613","https://openalex.org/W4316126954","https://openalex.org/W4320913477","https://openalex.org/W4323808486","https://openalex.org/W4361217558","https://openalex.org/W4368228293","https://openalex.org/W4378551668","https://openalex.org/W4378647984","https://openalex.org/W4382239070","https://openalex.org/W4394984136"],"related_works":["https://openalex.org/W2391251536","https://openalex.org/W2362198218","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2375008505","https://openalex.org/W1982750869","https://openalex.org/W2085756966","https://openalex.org/W2350679292","https://openalex.org/W2086348228","https://openalex.org/W4390653028"],"abstract_inverted_index":{"one":[0,145],"of":[1,5,15,136,154,167],"the":[2,13,23,71,108,129,134,152,156,160,165],"important":[3],"features":[4],"information":[6],"retrieval":[7,52],"systems":[8],"is":[9,68,98,113,128,173],"ranking.":[10],"Ranking":[11],"performs":[12],"function":[14],"ranking":[16],"search":[17],"results":[18,166],"based":[19,69],"on":[20,70],"relevance":[21],"to":[22,40,73,78,142],"user\u2019s":[24],"query.":[25],"Methods":[26],"developed":[27],"in":[28,51,82,105,159,170,176],"state-of-the-art":[29],"research":[30],"still":[31],"require":[32],"multiple":[33,75,168],"iterations.":[34],"In":[35],"this":[36,106],"paper,":[37],"we":[38],"proposed":[39],"use":[41,74],"zone":[42,66,97],"partitioning":[43],"strategies":[44],"for":[45,58,100],"computing":[46],"web":[47,87],"page":[48],"rank":[49,80],"parameters":[50],"systems,":[53],"which":[54,132],"implements":[55],"iterative":[56],"calculation":[57],"only":[59],"some":[60,171],"randomly":[61],"selected":[62],"subgraphs":[63],"(zone).":[64],"The":[65,85,95,124,148],"approach":[67],"idea":[72],"neural":[76],"networks":[77],"classify":[79],"data":[81],"graph-based":[83],"structures.":[84],"crawled":[86],"pages":[88],"are":[89,110],"fragmented":[90],"into":[91],"three":[92],"distinct":[93],"zones.":[94,178],"core":[96],"used":[99],"training":[101],"graph":[102],"convolutional":[103],"network,":[104],"zone,":[107,118,131],"labels":[109,158],"known.":[111],"It":[112],"covered":[114],"with":[115],"an":[116],"undiscovered":[117,146,177],"where":[119],"classifiers":[120,169],"label":[121],"node":[122],"parameters.":[123],"most":[125],"interesting":[126],"part":[127],"intersection":[130,161],"represents":[133],"set":[135],"nodes":[137],"and":[138],"edges":[139],"that":[140,151],"belong":[141],"more":[143],"than":[144,175],"zone.":[147],"experiments":[149],"show":[150],"probability":[153],"classifying":[155],"true":[157],"zones":[162],"via":[163],"aggregating":[164],"cases":[172],"higher":[174]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}