{"id":"https://openalex.org/W1991052249","doi":"https://doi.org/10.1145/1268784.1268857","title":"Analyzing engagement taxonomy in collaborative algorithm visualization","display_name":"Analyzing engagement taxonomy in collaborative algorithm visualization","publication_year":2007,"publication_date":"2007-06-25","ids":{"openalex":"https://openalex.org/W1991052249","doi":"https://doi.org/10.1145/1268784.1268857","mag":"1991052249"},"language":"en","primary_location":{"id":"doi:10.1145/1268784.1268857","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1268784.1268857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th annual SIGCSE conference on Innovation and technology in computer science education","raw_type":"proceedings-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/A5040603734","display_name":"Niko Myller","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Niko Myller","raw_affiliation_strings":["University of Joensuu","University of Joensuu,"],"affiliations":[{"raw_affiliation_string":"University of Joensuu","institution_ids":[]},{"raw_affiliation_string":"University of Joensuu,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086311330","display_name":"Mikko Laakso","orcid":null},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mikko Laakso","raw_affiliation_strings":["University of Turku","University of turku;"],"affiliations":[{"raw_affiliation_string":"University of Turku","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"University of turku;","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005341681","display_name":"Ari Korhonen","orcid":"https://orcid.org/0000-0002-2784-7979"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ari Korhonen","raw_affiliation_strings":["Helsinki University of Technology"],"affiliations":[{"raw_affiliation_string":"Helsinki University of Technology","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040603734"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.329,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.98363245,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"251","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9786999821662903,"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/visualization","display_name":"Visualization","score":0.8289926052093506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7295963764190674},{"id":"https://openalex.org/keywords/student-engagement","display_name":"Student engagement","score":0.6730970144271851},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.671722948551178},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4733983278274536},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4667525589466095},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.45625174045562744},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4386630654335022},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3472071886062622},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.2847272753715515},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.2808135747909546},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14230912923812866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13552743196487427}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8289926052093506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7295963764190674},{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.6730970144271851},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.671722948551178},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4733983278274536},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4667525589466095},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.45625174045562744},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4386630654335022},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3472071886062622},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2847272753715515},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2808135747909546},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14230912923812866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13552743196487427},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1268784.1268857","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1268784.1268857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th annual SIGCSE conference on Innovation and technology in computer science education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1567813616","https://openalex.org/W1607383127","https://openalex.org/W1971094374","https://openalex.org/W2002793381","https://openalex.org/W2009288341","https://openalex.org/W2028868392","https://openalex.org/W2031159308","https://openalex.org/W2050163083","https://openalex.org/W2073040181","https://openalex.org/W2074765208","https://openalex.org/W2090074022","https://openalex.org/W2107031757","https://openalex.org/W2117056612","https://openalex.org/W2148071752","https://openalex.org/W2150930945","https://openalex.org/W2606896102","https://openalex.org/W3139394053","https://openalex.org/W4244357443","https://openalex.org/W4245927651","https://openalex.org/W4300870773","https://openalex.org/W6676028428"],"related_works":["https://openalex.org/W3010975807","https://openalex.org/W2027333138","https://openalex.org/W3185027765","https://openalex.org/W2096373083","https://openalex.org/W2105200106","https://openalex.org/W2151530263","https://openalex.org/W3009051979","https://openalex.org/W2104025928","https://openalex.org/W1574055964","https://openalex.org/W2295030662"],"abstract_inverted_index":{"More":[0],"collaborative":[1,19,44],"use":[2],"of":[3,15,43,59,84],"visualizations":[4,74,111],"is":[5,47,96],"taking":[6],"place":[7],"in":[8,54,67],"the":[9,13,31,41,56,82,94],"classrooms":[10],"due":[11],"to":[12,30,39,106],"introduction":[14],"pair":[16],"programming":[17],"and":[18,23,34,37,69],"learning":[20,24,57,66,91],"as":[21],"teaching":[22],"methods.":[25],"This":[26],"introduces":[27],"new":[28],"challenges":[29],"visualization":[32,45],"tools,":[33],"thus,":[35],"research":[36],"theory":[38],"support":[40],"development":[42],"tools":[46],"needed.":[48],"We":[49],"present":[50],"an":[51,87],"empirical":[52],"study":[53],"which":[55,72],"outcomes":[58],"students":[60,64,101],"were":[61,65],"compared":[62],"when":[63],"collaboration":[68],"using":[70,110],"materials":[71],"contained":[73],"on":[75,89,112],"different":[76],"engagement":[77,85,114],"levels.":[78],"Results":[79],"indicate":[80],"that":[81],"level":[83],"has":[86],"effect":[88],"students'":[90],"results":[92],"although":[93],"difference":[95],"not":[97],"statistically":[98],"significant.":[99],"Especially,":[100],"without":[102],"previous":[103],"knowledge":[104],"seem":[105],"gain":[107],"more":[108],"from":[109],"higher":[113],"level.":[115]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}