{"id":"https://openalex.org/W4300825208","doi":"https://doi.org/10.1504/ijtm.2022.10049970","title":"Design and Implementation of a Text Mining-based Tool to Support Scoping Reviews","display_name":"Design and Implementation of a Text Mining-based Tool to Support Scoping Reviews","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4300825208","doi":"https://doi.org/10.1504/ijtm.2022.10049970"},"language":"en","primary_location":{"id":"doi:10.1504/ijtm.2022.10049970","is_oa":true,"landing_page_url":"https://doi.org/10.1504/ijtm.2022.10049970","pdf_url":"https://www.inderscienceonline.com/doi/full/10.1504/IJTM.2023.128799","source":{"id":"https://openalex.org/S171720814","display_name":"International Journal of Technology Management","issn_l":"0267-5730","issn":["0267-5730","1741-5276"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Technology Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.inderscienceonline.com/doi/full/10.1504/IJTM.2023.128799","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040806486","display_name":"Antonella Martini","orcid":"https://orcid.org/0000-0002-2006-4293"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]},{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonella Martini","raw_affiliation_strings":["Management from the School of Engineering, University of Pisa, Italy, in 2019","Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Via Lambruschini 4b, Building 26b, 20156 -Milan, Italy","School of Engineering, University of Pisa","B4DS Research Group, School of Engineering, University of Pisa, Largo Lucio Lazzarino, 56122 -Pisa, Italy","University of Pisa"],"affiliations":[{"raw_affiliation_string":"Management from the School of Engineering, University of Pisa, Italy, in 2019","institution_ids":[]},{"raw_affiliation_string":"Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Via Lambruschini 4b, Building 26b, 20156 -Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"School of Engineering, University of Pisa","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"B4DS Research Group, School of Engineering, University of Pisa, Largo Lucio Lazzarino, 56122 -Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073822839","display_name":"Luca Gastaldi","orcid":"https://orcid.org/0000-0003-1997-8423"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]},{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Gastaldi","raw_affiliation_strings":["Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Via Lambruschini 4b, Building 26b, 20156 -Milan, Italy","Management from the School of Engineering, University of Pisa, Italy, in 2019","School of Engineering, University of Pisa","University of Pisa","B4DS Research Group, School of Engineering, University of Pisa, Largo Lucio Lazzarino, 56122 -Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Via Lambruschini 4b, Building 26b, 20156 -Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Management from the School of Engineering, University of Pisa, Italy, in 2019","institution_ids":[]},{"raw_affiliation_string":"School of Engineering, University of Pisa","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"B4DS Research Group, School of Engineering, University of Pisa, Largo Lucio Lazzarino, 56122 -Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066761209","display_name":"Filippo Chiarello","orcid":"https://orcid.org/0000-0001-9857-0287"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Chiarello","raw_affiliation_strings":["University of Pisa","B4DS Research Group, School of Engineering, University of Pisa, Largo Lucio Lazzarino, 56122 -Pisa, Italy","Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Via Lambruschini 4b, Building 26b, 20156 -Milan, Italy","School of Engineering, University of Pisa","Management from the School of Engineering, University of Pisa, Italy, in 2019"],"affiliations":[{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"B4DS Research Group, School of Engineering, University of Pisa, Largo Lucio Lazzarino, 56122 -Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Via Lambruschini 4b, Building 26b, 20156 -Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"School of Engineering, University of Pisa","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Management from the School of Engineering, University of Pisa, Italy, in 2019","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040806486"],"corresponding_institution_ids":["https://openalex.org/I108290504","https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11220225,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":"1","first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.49639999866485596,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.49639999866485596,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.46790000796318054,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.611108660697937},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40944814682006836},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3703334927558899},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3633936047554016},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19150951504707336}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.611108660697937},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40944814682006836},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3703334927558899},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3633936047554016},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19150951504707336}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1504/ijtm.2022.10049970","is_oa":true,"landing_page_url":"https://doi.org/10.1504/ijtm.2022.10049970","pdf_url":"https://www.inderscienceonline.com/doi/full/10.1504/IJTM.2023.128799","source":{"id":"https://openalex.org/S171720814","display_name":"International Journal of Technology Management","issn_l":"0267-5730","issn":["0267-5730","1741-5276"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Technology Management","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1234465","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1234465","pdf_url":"https://re.public.polimi.it/bitstream/11311/1234465/2/2022%2c%20IJTM.pdf","source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arpi.unipi.it:11568/1250827","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1250827","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1504/ijtm.2022.10049970","is_oa":true,"landing_page_url":"https://doi.org/10.1504/ijtm.2022.10049970","pdf_url":"https://www.inderscienceonline.com/doi/full/10.1504/IJTM.2023.128799","source":{"id":"https://openalex.org/S171720814","display_name":"International Journal of Technology Management","issn_l":"0267-5730","issn":["0267-5730","1741-5276"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Technology Management","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4300825208.pdf","grobid_xml":"https://content.openalex.org/works/W4300825208.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W976440716","https://openalex.org/W1629765770","https://openalex.org/W1859640258","https://openalex.org/W1927727507","https://openalex.org/W2001082470","https://openalex.org/W2006604430","https://openalex.org/W2044946825","https://openalex.org/W2045031658","https://openalex.org/W2068264290","https://openalex.org/W2075950485","https://openalex.org/W2093605115","https://openalex.org/W2126264646","https://openalex.org/W2160170318","https://openalex.org/W2208881011","https://openalex.org/W2325436843","https://openalex.org/W2741029840","https://openalex.org/W2743671341","https://openalex.org/W2804640380","https://openalex.org/W2901669506","https://openalex.org/W2966696991","https://openalex.org/W2999783216","https://openalex.org/W3035317046","https://openalex.org/W3126141780","https://openalex.org/W3141706753","https://openalex.org/W3151685851","https://openalex.org/W3199320458","https://openalex.org/W4231510805","https://openalex.org/W4241807961","https://openalex.org/W4256029807","https://openalex.org/W4320164613","https://openalex.org/W6608280181","https://openalex.org/W6639619044","https://openalex.org/W6650793866","https://openalex.org/W6673606727","https://openalex.org/W6678839156","https://openalex.org/W6679949415","https://openalex.org/W6700985513","https://openalex.org/W6742780786"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Among":[0],"literature":[1,105],"reviews,":[2],"scoping":[3,70],"review":[4,71],"is":[5,11,80,86,99],"a":[6,50,59],"relatively":[7],"new":[8],"approach":[9],"that":[10],"increasingly":[12],"gaining":[13],"popularity":[14],"since":[15],"it":[16],"helps":[17],"researchers":[18,33],"in":[19,34,54,110],"defining":[20],"emerging":[21],"and":[22,42,72,85],"multidisciplinary":[23],"fields.":[24],"While":[25],"artificial":[26],"intelligence":[27],"for":[28,89,95],"text":[29],"processing":[30,66],"can":[31],"help":[32],"this":[35,55],"sense,":[36],"we":[37,57],"still":[38],"lack":[39],"clear":[40],"procedures":[41],"tools":[43],"to":[44,68,73],"improve":[45],"the":[46,103],"reviewing":[47],"process.":[48],"Following":[49],"design":[51],"science":[52],"approach,":[53],"article":[56],"propose":[58],"novel":[60],"tool":[61,78],"based":[62],"on":[63,91,102,107],"natural":[64],"language":[65],"(NLP)":[67],"support":[69],"visualise":[74],"its":[75,96],"results.":[76],"The":[77],"(NLP4Scoping)":[79],"implemented":[81],"using":[82],"open-source":[83],"software":[84],"made":[87],"available":[88],"reuse":[90],"GitHub.":[92],"Each":[93],"phase":[94],"proper":[97],"application":[98],"described":[100],"focusing":[101],"nascent":[104],"stream":[106],"innovation":[108],"management":[109],"digital":[111],"ecosystems.":[112]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}