{"id":"https://openalex.org/W4366771592","doi":"https://doi.org/10.3233/efi-230027","title":"Learning text analytics without coding? An introduction to KNIME","display_name":"Learning text analytics without coding? An introduction to KNIME","publication_year":2023,"publication_date":"2023-04-21","ids":{"openalex":"https://openalex.org/W4366771592","doi":"https://doi.org/10.3233/efi-230027"},"language":"en","primary_location":{"id":"doi:10.3233/efi-230027","is_oa":true,"landing_page_url":"https://doi.org/10.3233/efi-230027","pdf_url":"https://content.iospress.com:443/download/education-for-information/efi230027?id=education-for-information%2Fefi230027","source":{"id":"https://openalex.org/S2764383307","display_name":"Education for Information","issn_l":"0167-8329","issn":["0167-8329","1875-8649"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education for Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://content.iospress.com:443/download/education-for-information/efi230027?id=education-for-information%2Fefi230027","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058805187","display_name":"Daniel Ihrmark","orcid":"https://orcid.org/0000-0002-0930-644X"},"institutions":[{"id":"https://openalex.org/I223464139","display_name":"Linnaeus University","ror":"https://ror.org/00j9qag85","country_code":"SE","type":"education","lineage":["https://openalex.org/I223464139"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Daniel Ihrmark","raw_affiliation_strings":["Department of Languages, Fakulteten f\u00f6r Konst och Humaniora, Linn\u00e9universitetet, Universitetsplatsen 1, 352 52 V\u00e4xj\u00f6, Sweden","Department of Languages, Fakulteten f\u00f6r Konst och Humaniora, Linn\u00e9universitetet, V\u00e4xj\u00f6, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Languages, Fakulteten f\u00f6r Konst och Humaniora, Linn\u00e9universitetet, Universitetsplatsen 1, 352 52 V\u00e4xj\u00f6, Sweden","institution_ids":["https://openalex.org/I223464139"]},{"raw_affiliation_string":"Department of Languages, Fakulteten f\u00f6r Konst och Humaniora, Linn\u00e9universitetet, V\u00e4xj\u00f6, Sweden","institution_ids":["https://openalex.org/I223464139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010415325","display_name":"Jukka Tyrkk\u00f6","orcid":"https://orcid.org/0000-0001-5251-5338"},"institutions":[{"id":"https://openalex.org/I223464139","display_name":"Linnaeus University","ror":"https://ror.org/00j9qag85","country_code":"SE","type":"education","lineage":["https://openalex.org/I223464139"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jukka Tyrkk\u00f6","raw_affiliation_strings":["Department of Languages, Fakulteten f\u00f6r Konst och Humaniora, Linn\u00e9universitetet, V\u00e4xj\u00f6, Sweden","Department of Languages, Fakulteten f\u00f6r Konst och Humaniora, Linn\u00e9universitetet, Universitetsplatsen 1, 352 52 V\u00e4xj\u00f6, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Languages, Fakulteten f\u00f6r Konst och Humaniora, Linn\u00e9universitetet, V\u00e4xj\u00f6, Sweden","institution_ids":["https://openalex.org/I223464139"]},{"raw_affiliation_string":"Department of Languages, Fakulteten f\u00f6r Konst och Humaniora, Linn\u00e9universitetet, Universitetsplatsen 1, 352 52 V\u00e4xj\u00f6, Sweden","institution_ids":["https://openalex.org/I223464139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058805187"],"corresponding_institution_ids":["https://openalex.org/I223464139"],"apc_list":null,"apc_paid":null,"fwci":0.497,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69470482,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"39","issue":"2","first_page":"121","last_page":"137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9994000196456909,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9994000196456909,"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/T10028","display_name":"Topic Modeling","score":0.994700014591217,"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/T12090","display_name":"Language and cultural evolution","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7343257069587708},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6670616865158081},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.556742250919342},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4503815770149231},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43635299801826477},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4164619445800781},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.18421664834022522},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.16676631569862366},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.10710734128952026}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7343257069587708},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6670616865158081},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.556742250919342},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4503815770149231},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43635299801826477},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4164619445800781},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18421664834022522},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.16676631569862366},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.10710734128952026},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/efi-230027","is_oa":true,"landing_page_url":"https://doi.org/10.3233/efi-230027","pdf_url":"https://content.iospress.com:443/download/education-for-information/efi230027?id=education-for-information%2Fefi230027","source":{"id":"https://openalex.org/S2764383307","display_name":"Education for Information","issn_l":"0167-8329","issn":["0167-8329","1875-8649"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education for Information","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3233/efi-230027","is_oa":true,"landing_page_url":"https://doi.org/10.3233/efi-230027","pdf_url":"https://content.iospress.com:443/download/education-for-information/efi230027?id=education-for-information%2Fefi230027","source":{"id":"https://openalex.org/S2764383307","display_name":"Education for Information","issn_l":"0167-8329","issn":["0167-8329","1875-8649"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education for Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G4974321089","display_name":null,"funder_award_id":"KA203","funder_id":"https://openalex.org/F4320335551","funder_display_name":"Erasmus+"},{"id":"https://openalex.org/G5191225244","display_name":null,"funder_award_id":"KA203","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335551","display_name":"Erasmus+","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4366771592.pdf"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1596807735","https://openalex.org/W1769291553","https://openalex.org/W2064803819","https://openalex.org/W2085970550","https://openalex.org/W2500726635","https://openalex.org/W2502324996","https://openalex.org/W2607331267","https://openalex.org/W2762412893","https://openalex.org/W2914674133","https://openalex.org/W2955979802","https://openalex.org/W3014602172","https://openalex.org/W3093280382","https://openalex.org/W4256364859","https://openalex.org/W4283698918","https://openalex.org/W6631280402"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W188202134","https://openalex.org/W2397952901","https://openalex.org/W2463183163","https://openalex.org/W2019038080","https://openalex.org/W2341953792","https://openalex.org/W4390482427"],"abstract_inverted_index":{"The":[0,88,110],"combination":[1],"of":[2,11,94,135],"the":[3,9,46,64,95],"quantitative":[4],"turn":[5],"in":[6,39],"linguistics":[7,51],"and":[8,24,83,126,139,169],"emergence":[10],"text":[12,41,78,136],"analytics":[13],"has":[14],"created":[15,62],"a":[16,32,50,74,163],"demand":[17],"for":[18,36,53,63,77,97,124,166],"new":[19],"methodological":[20],"skills":[21],"among":[22],"linguists":[23,37,125],"data":[25,54],"scientists.":[26,55],"This":[27],"paper":[28,89],"introduces":[29],"KNIME":[30,161],"as":[31,73,86,121,143],"low-code":[33,75,116],"programming":[34,117],"platform":[35],"interested":[38],"learning":[40],"analytic":[42,137],"methods,":[43,99],"while":[44],"highlighting":[45],"considerations":[47],"necessary":[48],"from":[49,57],"standpoint":[52],"Examples":[56],"an":[58,122,133],"Open":[59],"Educational":[60],"Resource":[61],"DiMPAH":[65],"project":[66],"are":[67,119],"used":[68],"to":[69,131,173],"demonstrate":[70],"KNIME\u2019s":[71],"value":[72],"option":[76],"analysis,":[79],"using":[80,153],"sentiment":[81],"analysis":[82],"topic":[84],"modelling":[85],"examples.":[87],"provides":[90],"detailed":[91],"step-by-step":[92],"descriptions":[93],"workflows":[96,138],"both":[98],"showcasing":[100],"how":[101],"these":[102],"methods":[103,154,172],"can":[104],"be":[105,150],"applied":[106],"without":[107,155],"writing":[108],"code.":[109],"results":[111],"suggest":[112],"that":[113],"visual":[114],"or":[115],"tools":[118],"useful":[120],"introduction":[123],"humanities":[127,174],"scholars":[128],"who":[129],"wish":[130],"gain":[132],"understanding":[134,157],"computational":[140,171],"thinking.":[141],"However,":[142],"with":[144],"more":[145],"traditional":[146],"programming,":[147],"caution":[148],"must":[149],"exercised":[151],"when":[152],"fully":[156],"them.":[158],"In":[159],"conclusion,":[160],"is":[162],"potential":[164],"avenue":[165],"innovative":[167],"research":[168],"teaching":[170],"scholars.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}