{"id":"https://openalex.org/W4226268634","doi":"https://doi.org/10.1142/s1793351x22400050","title":"Use of AI to Help Researchers Improve their Research Funding Capacities, Relevance, and Performance","display_name":"Use of AI to Help Researchers Improve their Research Funding Capacities, Relevance, and Performance","publication_year":2022,"publication_date":"2022-03-01","ids":{"openalex":"https://openalex.org/W4226268634","doi":"https://doi.org/10.1142/s1793351x22400050"},"language":"en","primary_location":{"id":"doi:10.1142/s1793351x22400050","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x22400050","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-351X","issn":["1793-351X","1793-7108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","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/A5055259504","display_name":"Odysseas Spyroglou","orcid":"https://orcid.org/0000-0002-1885-4392"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Odysseas Spyroglou","raw_affiliation_strings":["International Development Ireland, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"International Development Ireland, Dublin, Ireland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078953454","display_name":"Cagri Yildirim","orcid":null},"institutions":[{"id":"https://openalex.org/I198068145","display_name":"Scientific and Technological Research Council of Turkey","ror":"https://ror.org/04w9kkr77","country_code":"TR","type":"government","lineage":["https://openalex.org/I198068145"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Cagri Yildirim","raw_affiliation_strings":["T\u00dcBI\u02d9TAK Turkish Scientific and Technological Research Council, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"T\u00dcBI\u02d9TAK Turkish Scientific and Technological Research Council, Ankara, Turkey","institution_ids":["https://openalex.org/I198068145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043413145","display_name":"Adamantios Koumpis","orcid":"https://orcid.org/0000-0003-2661-7749"},"institutions":[{"id":"https://openalex.org/I4210126395","display_name":"Inform (Germany)","ror":"https://ror.org/02x8c2t37","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210126395"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Adamantios Koumpis","raw_affiliation_strings":["Lehrstuhl Informatik 5, RWTH Aachen, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Lehrstuhl Informatik 5, RWTH Aachen, Aachen, Germany","institution_ids":["https://openalex.org/I887968799","https://openalex.org/I4210126395"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055259504"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1326,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50175135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"16","issue":"01","first_page":"93","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9965000152587891,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9965000152587891,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9444000124931335,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6962254643440247},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.6719062924385071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6317134499549866},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5379757285118103},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.522802472114563},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.47153598070144653},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.436042457818985},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3924596309661865},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3462461233139038},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.3223336935043335},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2521696090698242},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1956479549407959},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09164255857467651},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08614075183868408},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.08264589309692383}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6962254643440247},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.6719062924385071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6317134499549866},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5379757285118103},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.522802472114563},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.47153598070144653},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.436042457818985},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3924596309661865},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3462461233139038},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3223336935043335},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2521696090698242},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1956479549407959},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09164255857467651},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08614075183868408},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.08264589309692383},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1793351x22400050","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x22400050","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-351X","issn":["1793-351X","1793-7108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2282821441","https://openalex.org/W2367397349","https://openalex.org/W2949733122","https://openalex.org/W2952159951","https://openalex.org/W3108951129","https://openalex.org/W3109993671","https://openalex.org/W3182378549","https://openalex.org/W4312663109"],"related_works":["https://openalex.org/W2085384747","https://openalex.org/W2106071040","https://openalex.org/W2088166309","https://openalex.org/W4312133475","https://openalex.org/W4238976562","https://openalex.org/W2276587472","https://openalex.org/W1835907303","https://openalex.org/W4248323080","https://openalex.org/W2382762727","https://openalex.org/W2367574363"],"abstract_inverted_index":{"Researchers":[0],"and":[1,5,44,64,77,100],"scientists":[2],"face":[3],"globally,":[4],"parallel":[6],"to":[7,14,55,61,90],"their":[8],"core":[9],"research":[10,57],"activities,":[11],"increased":[12],"pressure":[13],"successfully":[15],"lead":[16],"or":[17],"participate":[18],"in":[19,59],"fundraising":[20],"activities.":[21],"The":[22],"field":[23],"has":[24],"been":[25],"experiencing":[26],"fierce":[27],"competition":[28],"with":[29],"success":[30],"rates":[31],"of":[32,40,52,86,94,97],"proposals":[33],"falling":[34],"dramatically":[35],"down,":[36],"while":[37],"the":[38,41,45,74,84,98],"complexity":[39],"funding":[42],"instruments":[43],"need":[46],"for":[47,73],"acquiring":[48],"a":[49],"wide":[50],"understanding":[51],"issues":[53],"related":[54],"impacts,":[56],"priorities":[58],"connection":[60],"wider":[62],"national":[63],"transnational":[65],"(e.g.":[66],"EU-wide)":[67],"policy":[68],"aspects,":[69],"increase":[70],"discomfort":[71],"levels":[72],"individual":[75],"researchers":[76],"scientists.":[78],"In":[79],"this":[80],"paper,":[81],"we":[82],"suggest":[83],"use":[85],"transdisciplinary":[87],"AI":[88],"tools":[89],"support":[91],"(semi-)-":[92],"automation":[93],"several":[95],"steps":[96],"application":[99],"proposal":[101],"preparation":[102],"processes.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
