{"id":"https://openalex.org/W3041807156","doi":"https://doi.org/10.13053/cys-24-2-3411","title":"An Analysis of Variance Method for Detection of Collocations in a Pedagogical Domain Corpus","display_name":"An Analysis of Variance Method for Detection of Collocations in a Pedagogical Domain Corpus","publication_year":2020,"publication_date":"2020-06-30","ids":{"openalex":"https://openalex.org/W3041807156","doi":"https://doi.org/10.13053/cys-24-2-3411","mag":"3041807156"},"language":"es","primary_location":{"id":"doi:10.13053/cys-24-2-3411","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-24-2-3411","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","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/A5006307757","display_name":"Yuridiana Alem\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I721619","display_name":"Benem\u00e9rita Universidad Aut\u00f3noma de Puebla","ror":"https://ror.org/03p2z7827","country_code":"MX","type":"education","lineage":["https://openalex.org/I721619"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Yuridiana Alem\u00e1n","raw_affiliation_strings":["Benem\u00e9rita Universidad Aut\u00f3noma de Puebla,  Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Benem\u00e9rita Universidad Aut\u00f3noma de Puebla,  Mexico","institution_ids":["https://openalex.org/I721619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028277470","display_name":"Mar\u00eda J. Somodevilla","orcid":null},"institutions":[{"id":"https://openalex.org/I721619","display_name":"Benem\u00e9rita Universidad Aut\u00f3noma de Puebla","ror":"https://ror.org/03p2z7827","country_code":"MX","type":"education","lineage":["https://openalex.org/I721619"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Somodevilla","raw_affiliation_strings":["Benem\u00e9rita Universidad Aut\u00f3noma de Puebla,  Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Benem\u00e9rita Universidad Aut\u00f3noma de Puebla,  Mexico","institution_ids":["https://openalex.org/I721619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052100151","display_name":"Darnes Vilari\u00f1o","orcid":null},"institutions":[{"id":"https://openalex.org/I721619","display_name":"Benem\u00e9rita Universidad Aut\u00f3noma de Puebla","ror":"https://ror.org/03p2z7827","country_code":"MX","type":"education","lineage":["https://openalex.org/I721619"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Darnes Vilari\u00f1o","raw_affiliation_strings":["Benem\u00e9rita Universidad Aut\u00f3noma de Puebla,  Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Benem\u00e9rita Universidad Aut\u00f3noma de Puebla,  Mexico","institution_ids":["https://openalex.org/I721619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I721619"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.07580353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"24","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.998199999332428,"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":0.998199999332428,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9925000071525574,"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/T12171","display_name":"Open Education and E-Learning","score":0.9667999744415283,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/bigram","display_name":"Bigram","score":0.909095048904419},{"id":"https://openalex.org/keywords/collocation","display_name":"Collocation (remote sensing)","score":0.7638521194458008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7133374214172363},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6827896237373352},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.6561099886894226},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6225142478942871},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.586833655834198},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5671131610870361},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1600269377231598},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15448209643363953},{"id":"https://openalex.org/keywords/trigram","display_name":"Trigram","score":0.09918412566184998}],"concepts":[{"id":"https://openalex.org/C108757681","wikidata":"https://www.wikidata.org/wiki/Q2773912","display_name":"Bigram","level":3,"score":0.909095048904419},{"id":"https://openalex.org/C80023036","wikidata":"https://www.wikidata.org/wiki/Q5147531","display_name":"Collocation (remote sensing)","level":2,"score":0.7638521194458008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7133374214172363},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6827896237373352},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.6561099886894226},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6225142478942871},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.586833655834198},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5671131610870361},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1600269377231598},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15448209643363953},{"id":"https://openalex.org/C137546455","wikidata":"https://www.wikidata.org/wiki/Q3213474","display_name":"Trigram","level":2,"score":0.09918412566184998},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.13053/cys-24-2-3411","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-24-2-3411","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2249337238"],"related_works":["https://openalex.org/W3173084154","https://openalex.org/W2982021180","https://openalex.org/W2251497876","https://openalex.org/W2241081188","https://openalex.org/W2128567707","https://openalex.org/W159278796","https://openalex.org/W4327499987","https://openalex.org/W2011383762","https://openalex.org/W2916519048","https://openalex.org/W2543455653"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"an":[3,81],"exploratory":[4],"experiment,":[5],"based":[6],"on":[7,51,63],"analysis":[8],"of":[9,55,66,70],"variance,":[10],"was":[11,33,39,45,73,86],"carried":[12],"out":[13],"in":[14,19,31,57,83,106],"order":[15],"to":[16],"get":[17],"collocations":[18],"a":[20,42,76,100],"pedagogical":[21],"domain":[22],"corpus.":[23],"A":[24,68],"semi-automatic":[25],"corpus":[26,38],"containing":[27],"learning":[28],"styles":[29],"papers":[30],"Spanish":[32],"built.":[34],"After":[35],"wards,":[36],"the":[37,53,61,84,96,107],"lemmatized":[40],"and":[41,59],"bigrams":[43,56],"representation":[44],"extracted.":[46],"The":[47],"proposed":[48],"method":[49],"consists":[50],"divide":[52],"list":[54,69,102],"quartiles,":[58],"analyzing":[60],"variance":[62],"each":[64,89],"one":[65],"them.":[67],"collocations,":[71],"which":[72],"evaluated":[74],"using":[75],"gold":[77],"standard":[78],"built":[79],"by":[80],"expert":[82],"domain,":[85],"retrieved":[87,101],"from":[88],"experiment":[90],"accordingto":[91],"established":[92],"thre":[93],"sholds":[94],"for":[95],"method.":[97],"Results":[98],"showed":[99],"with":[103],"important":[104],"collocation":[105],"selected":[108],"domain.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}