{"id":"https://openalex.org/W2295754406","doi":"https://doi.org/10.1145/2818346.2829995","title":"2015 Multimodal Learning and Analytics Grand Challenge","display_name":"2015 Multimodal Learning and Analytics Grand Challenge","publication_year":2015,"publication_date":"2015-11-09","ids":{"openalex":"https://openalex.org/W2295754406","doi":"https://doi.org/10.1145/2818346.2829995","mag":"2295754406"},"language":"en","primary_location":{"id":"doi:10.1145/2818346.2829995","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2818346.2829995","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM on International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"type":"conference-paper","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/A5080000490","display_name":"Marcelo Worsley","orcid":"https://orcid.org/0000-0002-2982-0040"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcelo Worsley","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039181456","display_name":"Katherine Chiluiza","orcid":"https://orcid.org/0000-0001-5992-6236"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Katherine Chiluiza","raw_affiliation_strings":["Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041587052","display_name":"Joseph F. Grafsgaard","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph F. Grafsgaard","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014320446","display_name":"Xavier Och\u00f4a","orcid":"https://orcid.org/0000-0002-4371-7701"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Xavier Ochoa","raw_affiliation_strings":["Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4481,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83044214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"525","last_page":"529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11370","display_name":"Mobile Learning in Education","score":0.9645000100135803,"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"}},"topics":[{"id":"https://openalex.org/T11370","display_name":"Mobile Learning in Education","score":0.9645000100135803,"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"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9573000073432922,"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/T14236","display_name":"Educational Tools and Methods","score":0.9045000076293945,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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":0.7184609174728394},{"id":"https://openalex.org/keywords/multimodality","display_name":"Multimodality","score":0.6650369763374329},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6634166240692139},{"id":"https://openalex.org/keywords/multimodal-learning","display_name":"Multimodal learning","score":0.6148053407669067},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5732302665710449},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5204644203186035},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4730885624885559},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.469131201505661},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4501141309738159},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.44401639699935913},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.43764394521713257},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1554325819015503},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.06370788812637329}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7184609174728394},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.6650369763374329},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6634166240692139},{"id":"https://openalex.org/C2780660688","wikidata":"https://www.wikidata.org/wiki/Q25052564","display_name":"Multimodal learning","level":2,"score":0.6148053407669067},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5732302665710449},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5204644203186035},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4730885624885559},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.469131201505661},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4501141309738159},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.44401639699935913},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.43764394521713257},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1554325819015503},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.06370788812637329},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2818346.2829995","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2818346.2829995","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM on International Conference on Multimodal Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W135942652","https://openalex.org/W242266841","https://openalex.org/W1494232809","https://openalex.org/W1539947443","https://openalex.org/W1573210768","https://openalex.org/W1967371720","https://openalex.org/W1987552834","https://openalex.org/W2002832773","https://openalex.org/W2012731075","https://openalex.org/W2026767251","https://openalex.org/W2040709743","https://openalex.org/W2043902596","https://openalex.org/W2047955614","https://openalex.org/W2075056692","https://openalex.org/W2081397514","https://openalex.org/W2103571824","https://openalex.org/W2109389646","https://openalex.org/W2123536472","https://openalex.org/W2139750044","https://openalex.org/W2143926884","https://openalex.org/W2148095667","https://openalex.org/W2151389589","https://openalex.org/W2167219705","https://openalex.org/W2175195439","https://openalex.org/W2184188583","https://openalex.org/W2188857838","https://openalex.org/W2188960590","https://openalex.org/W2345495256","https://openalex.org/W2407538338","https://openalex.org/W2520384474","https://openalex.org/W2579648960","https://openalex.org/W2895320366","https://openalex.org/W4285719527","https://openalex.org/W4299828299","https://openalex.org/W6834781518"],"related_works":["https://openalex.org/W2248852396","https://openalex.org/W199123384","https://openalex.org/W4239305747","https://openalex.org/W1483892602","https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W4389505417","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186"],"abstract_inverted_index":{"Multimodality":[0],"is":[1],"an":[2,73],"integral":[3],"part":[4],"of":[5,34,39,104],"teaching":[6],"and":[7,19,28,48,59,68,83],"learning.":[8],"Over":[9],"the":[10,63,79,102],"past":[11],"few":[12],"decades":[13],"researchers":[14,58],"have":[15,56],"been":[16],"designing,":[17],"creating":[18],"analyzing":[20],"novel":[21],"environments":[22],"that":[23],"enable":[24],"students":[25],"to":[26,61,75,94],"experience":[27],"demonstrate":[29],"learning":[30,67,70,97,107],"through":[31],"a":[32,88],"variety":[33],"modalities.":[35],"The":[36],"recent":[37],"availability":[38],"low":[40],"cost":[41],"multimodal":[42,66,69,96,106],"sensors,":[43],"advances":[44],"in":[45],"artificial":[46],"intelligence":[47],"improved":[49],"techniques":[50,93],"for":[51],"large":[52],"scale":[53],"data":[54],"analysis":[55],"enabled":[57],"practitioners":[60],"push":[62],"boundaries":[64],"on":[65,91],"analytics.":[71],"In":[72],"effort":[74],"continue":[76],"these":[77],"developments,":[78],"2015":[80],"Multimodal":[81],"Learning":[82],"Analytics":[84],"Grand":[85],"Challenge":[86],"includes":[87],"combined":[89],"focus":[90],"new":[92],"capture":[95],"data,":[98],"as":[99,101],"well":[100],"development":[103],"rich,":[105],"applications.":[108]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
