{"id":"https://openalex.org/W4405375023","doi":"https://doi.org/10.3390/publications12040048","title":"Application of Time-Weighted PageRank Method with Citation Intensity for Assessing the Recent Publication Productivity and Partners Selection in R&D Collaboration","display_name":"Application of Time-Weighted PageRank Method with Citation Intensity for Assessing the Recent Publication Productivity and Partners Selection in R&D Collaboration","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4405375023","doi":"https://doi.org/10.3390/publications12040048"},"language":"en","primary_location":{"id":"doi:10.3390/publications12040048","is_oa":true,"landing_page_url":"https://doi.org/10.3390/publications12040048","pdf_url":"https://www.mdpi.com/2304-6775/12/4/48/pdf?version=1734078253","source":{"id":"https://openalex.org/S2738007992","display_name":"Publications","issn_l":"2304-6775","issn":["2304-6775"],"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":"Publications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2304-6775/12/4/48/pdf?version=1734078253","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088622689","display_name":"\u0410ndrii Biloshchytskyi","orcid":"https://orcid.org/0000-0001-9548-1959"},"institutions":[{"id":"https://openalex.org/I155165993","display_name":"Kyiv National University of Construction and Architecture","ror":"https://ror.org/02qp15436","country_code":"UA","type":"education","lineage":["https://openalex.org/I155165993"]},{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ","UA"],"is_corresponding":false,"raw_author_name":"Andrii Biloshchytskyi","raw_affiliation_strings":["Department of Information Technology, Kyiv National University of Construction and Architecture, 03037 Kyiv, Ukraine","University Administration Office, Astana IT University, Astana 010000, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Kyiv National University of Construction and Architecture, 03037 Kyiv, Ukraine","institution_ids":["https://openalex.org/I155165993"]},{"raw_affiliation_string":"University Administration Office, Astana IT University, Astana 010000, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048977039","display_name":"Oleksandr Kuchanskyi","orcid":"https://orcid.org/0000-0003-1277-8031"},"institutions":[{"id":"https://openalex.org/I202483615","display_name":"National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d","ror":"https://ror.org/00syn5v21","country_code":"UA","type":"education","lineage":["https://openalex.org/I202483615"]},{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]},{"id":"https://openalex.org/I77443782","display_name":"Uzhhorod National University","ror":"https://ror.org/01x3jjv63","country_code":"UA","type":"education","lineage":["https://openalex.org/I77443782"]}],"countries":["KZ","UA"],"is_corresponding":true,"raw_author_name":"Oleksandr Kuchanskyi","raw_affiliation_strings":["Department of Biomedical Cybernetics, National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d, 03056 Kyiv, Ukraine","Department of Computational and Data Science, Astana IT University, Astana 010000, Kazakhstan","Department of Information Control Systems and Technologies, Uzhhorod National University, 88000 Uzhhorod, Ukraine","Department of Biomedical Cybernetics, National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute\", 03056 Kyiv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-1277-8031","affiliations":[{"raw_affiliation_string":"Department of Biomedical Cybernetics, National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d, 03056 Kyiv, Ukraine","institution_ids":["https://openalex.org/I202483615"]},{"raw_affiliation_string":"Department of Computational and Data Science, Astana IT University, Astana 010000, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]},{"raw_affiliation_string":"Department of Information Control Systems and Technologies, Uzhhorod National University, 88000 Uzhhorod, Ukraine","institution_ids":["https://openalex.org/I77443782"]},{"raw_affiliation_string":"Department of Biomedical Cybernetics, National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute\", 03056 Kyiv, Ukraine","institution_ids":["https://openalex.org/I202483615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036507229","display_name":"Aidos Mukhatayev","orcid":"https://orcid.org/0000-0002-8667-3200"},"institutions":[{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Aidos Mukhatayev","raw_affiliation_strings":["Department of Social Disciplines, Astana IT University, Astana 010000, Kazakhstan","National Higher Education Development Center, Ministry of Science and Higher Education, Astana 010000, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-8667-3200","affiliations":[{"raw_affiliation_string":"Department of Social Disciplines, Astana IT University, Astana 010000, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]},{"raw_affiliation_string":"National Higher Education Development Center, Ministry of Science and Higher Education, Astana 010000, Kazakhstan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016316433","display_name":"Yurii Andrashko","orcid":"https://orcid.org/0000-0003-2306-8377"},"institutions":[{"id":"https://openalex.org/I77443782","display_name":"Uzhhorod National University","ror":"https://ror.org/01x3jjv63","country_code":"UA","type":"education","lineage":["https://openalex.org/I77443782"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Yurii Andrashko","raw_affiliation_strings":["Department of System Analysis and Optimization Theory, Uzhhorod National University, 88000 Uzhhorod, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-2306-8377","affiliations":[{"raw_affiliation_string":"Department of System Analysis and Optimization Theory, Uzhhorod National University, 88000 Uzhhorod, Ukraine","institution_ids":["https://openalex.org/I77443782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046126889","display_name":"Sapar Toxanov","orcid":"https://orcid.org/0000-0002-2915-9619"},"institutions":[{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Sapar Toxanov","raw_affiliation_strings":["Center of Competence and Excellence, Astana IT University, Astana 010000, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Competence and Excellence, Astana IT University, Astana 010000, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057880757","display_name":"Adil Faizullin","orcid":"https://orcid.org/0000-0001-5644-9841"},"institutions":[{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Adil Faizullin","raw_affiliation_strings":["University Administration Office, Astana IT University, Astana 010000, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Administration Office, Astana IT University, Astana 010000, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109531903","display_name":"Khanat Kassenov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Khanat Kassenov","raw_affiliation_strings":["Quality Assurance Department, Astana IT University, Astana 010000, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-7555-4919","affiliations":[{"raw_affiliation_string":"Quality Assurance Department, Astana IT University, Astana 010000, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5048977039"],"corresponding_institution_ids":["https://openalex.org/I202483615","https://openalex.org/I4210141757","https://openalex.org/I77443782"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.7193,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86857143,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"12","issue":"4","first_page":"48","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.968999981880188,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.968999981880188,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9682999849319458,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9106000065803528,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.7295047044754028},{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.7292813062667847},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7033411264419556},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.6627218723297119},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5741949677467346},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3765122890472412},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.36197924613952637},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.2766767740249634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1431339979171753},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13951963186264038},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13600358366966248},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.061581432819366455}],"concepts":[{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.7295047044754028},{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.7292813062667847},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7033411264419556},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.6627218723297119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5741949677467346},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3765122890472412},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.36197924613952637},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.2766767740249634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1431339979171753},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13951963186264038},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13600358366966248},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.061581432819366455}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/publications12040048","is_oa":true,"landing_page_url":"https://doi.org/10.3390/publications12040048","pdf_url":"https://www.mdpi.com/2304-6775/12/4/48/pdf?version=1734078253","source":{"id":"https://openalex.org/S2738007992","display_name":"Publications","issn_l":"2304-6775","issn":["2304-6775"],"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":"Publications","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5cf361002a6e4a278ed3070805c13cca","is_oa":false,"landing_page_url":"https://doaj.org/article/5cf361002a6e4a278ed3070805c13cca","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Publications, Vol 12, Iss 4, p 48 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/publications12040048","is_oa":true,"landing_page_url":"https://doi.org/10.3390/publications12040048","pdf_url":"https://www.mdpi.com/2304-6775/12/4/48/pdf?version=1734078253","source":{"id":"https://openalex.org/S2738007992","display_name":"Publications","issn_l":"2304-6775","issn":["2304-6775"],"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":"Publications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405375023.pdf","grobid_xml":"https://content.openalex.org/works/W4405375023.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1859484775","https://openalex.org/W1932742904","https://openalex.org/W2003282655","https://openalex.org/W2022322548","https://openalex.org/W2028541782","https://openalex.org/W2039675733","https://openalex.org/W2049717506","https://openalex.org/W2066636486","https://openalex.org/W2090018148","https://openalex.org/W2092398391","https://openalex.org/W2119994535","https://openalex.org/W2128438887","https://openalex.org/W2164972566","https://openalex.org/W2165021386","https://openalex.org/W2256852407","https://openalex.org/W2548101017","https://openalex.org/W2584718482","https://openalex.org/W2770152405","https://openalex.org/W2945583244","https://openalex.org/W2996698732","https://openalex.org/W3022989677","https://openalex.org/W3026216774","https://openalex.org/W3121641248","https://openalex.org/W3122366238","https://openalex.org/W3125769622","https://openalex.org/W3175632120","https://openalex.org/W3197861437","https://openalex.org/W4297064172","https://openalex.org/W4300601563","https://openalex.org/W4303985824","https://openalex.org/W4375851922","https://openalex.org/W4386097384","https://openalex.org/W4404042265","https://openalex.org/W6729348665","https://openalex.org/W6874377157"],"related_works":["https://openalex.org/W2154222238","https://openalex.org/W2106626222","https://openalex.org/W2980866815","https://openalex.org/W1562405179","https://openalex.org/W2125493559","https://openalex.org/W1544909909","https://openalex.org/W2002053721","https://openalex.org/W2001641889","https://openalex.org/W2310552679","https://openalex.org/W4308987612"],"abstract_inverted_index":{"This":[0,215],"article":[1],"considers":[2],"the":[3,7,26,42,57,69,129,139,151,174,187,191,218,229,240,253,261,264,269],"problem":[4,27],"of":[5,11,28,37,60,75,116,131,141,150,155,157,176,182,186,190,231,263,272],"assessing":[6],"recent":[8],"publication":[9,58],"productivity":[10,59,158],"scientists":[12],"based":[13,89],"on":[14,90,173,234],"PageRank":[15,44],"class":[16],"methods":[17,36],"and":[18,41,95,138,167,206,259],"proposes":[19],"to":[20,24,136,146,199,251],"use":[21],"these":[22,117,257],"assessments":[23],"solve":[25],"selecting":[29,244],"scientific":[30,142],"partners":[31,248],"for":[32,55,170,243],"R&D":[33,183,221,246],"projects.":[34,184],"The":[35,86],"PageRank,":[38,40],"Time-Weighted":[39,43],"method":[45,193],"with":[46,82,112,256],"Citation":[47,70],"Intensity":[48],"(TWPR-CI)":[49],"were":[50,126],"used":[51,68],"as":[52,164,180],"a":[53,153,165],"basis":[54],"calculating":[56],"individual":[61,102,132,178],"subjects":[62,103,133,179],"or":[63],"scientists.":[64],"For":[65,148],"verification,":[66],"we":[67],"Network":[71],"Dataset":[72],"(Ver.":[73],"14)":[74],"more":[76],"than":[77],"5":[78],"million":[79,84],"STEM":[80],"publications":[81,143],"36":[83],"citations.":[85],"dataset":[87],"is":[88,159,194],"data":[91],"from":[92],"ACM,":[93],"DBLP,":[94],"Microsoft":[96],"Academic":[97],"Graph":[98],"databases.":[99],"Only":[100],"those":[101,200],"who":[104,202],"published":[105,205],"at":[106,113,120],"least":[107,114,121],"two":[108],"articles":[109,118],"after":[110],"2000,":[111],"one":[115],"cited":[119,208],"once":[122],"before":[123],"2023":[124],"year,":[125],"analyzed.":[127],"Thus,":[128],"number":[130,140],"was":[134,144],"reduced":[135,145],"1,042,122,":[137],"2,422,326.":[147],"each":[149],"methods,":[152],"range":[154],"estimates":[156],"indicated,":[160],"which":[161,226],"are":[162,224],"obtained":[163],"result":[166],"possible":[168],"options":[169],"making":[171],"decisions":[172],"selection":[175],"potential":[177,220,245],"performers":[181],"One":[185],"key":[188],"advantages":[189],"TWPR-CI":[192],"that":[195,217,239],"it":[196],"gives":[197],"priority":[198],"researchers":[201],"have":[203],"recently":[204],"been":[207],"frequently":[209],"in":[210,268],"their":[211],"respective":[212],"research":[213],"areas.":[214],"ensures":[216],"best":[219],"project":[222,247],"executors":[223],"selected,":[225],"should":[227],"minimize":[228],"impact":[230],"subjective":[232],"factors":[233],"this":[235],"choice.":[236],"We":[237],"believe":[238],"proposed":[241],"concept":[242],"could":[249],"help":[250],"reduce":[252],"risks":[254],"associated":[255],"projects":[258],"facilitate":[260],"involvement":[262],"most":[265],"suitable":[266],"specialists":[267],"relevant":[270],"area":[271],"knowledge.":[273]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}