{"id":"https://openalex.org/W2963034539","doi":"https://doi.org/10.1145/3304221.3325547","title":"Exploring the Potential of Social Annotations for Predictive and Descriptive Analytics","display_name":"Exploring the Potential of Social Annotations for Predictive and Descriptive Analytics","publication_year":2019,"publication_date":"2019-07-02","ids":{"openalex":"https://openalex.org/W2963034539","doi":"https://doi.org/10.1145/3304221.3325547","mag":"2963034539"},"language":"en","primary_location":{"id":"doi:10.1145/3304221.3325547","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3304221.3325547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.monash.edu/en/publications/5eb6648e-090c-43c3-a860-ff3b1fc629e0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041627722","display_name":"Shaveen Singh","orcid":"https://orcid.org/0000-0002-7862-8047"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shaveen Singh","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041627722"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":0.2886,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66208635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"247","last_page":"248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9977999925613403,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9977999925613403,"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/T11122","display_name":"Online Learning and Analytics","score":0.9957000017166138,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9860000014305115,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7636681795120239},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.7357610464096069},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.6262634992599487},{"id":"https://openalex.org/keywords/metacognition","display_name":"Metacognition","score":0.6054425239562988},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5881914496421814},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5793815851211548},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4981677532196045},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.48036059737205505},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.4697839319705963},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38213446736335754},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3738238215446472},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3514906167984009},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28891849517822266},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19320207834243774}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7636681795120239},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7357610464096069},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.6262634992599487},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.6054425239562988},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5881914496421814},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5793815851211548},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4981677532196045},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.48036059737205505},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.4697839319705963},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38213446736335754},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3738238215446472},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3514906167984009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28891849517822266},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19320207834243774},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3304221.3325547","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3304221.3325547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education","raw_type":"proceedings-article"},{"id":"pmh:oai:monash.edu:openaire/5eb6648e-090c-43c3-a860-ff3b1fc629e0","is_oa":true,"landing_page_url":"https://research.monash.edu/en/publications/5eb6648e-090c-43c3-a860-ff3b1fc629e0","pdf_url":null,"source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"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":"Singh, S 2019, Exploring the potential of social annotations for predictive and descriptive analytics. in A Pears & M Sabin (eds), Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education. Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE, Association for Computing Machinery (ACM), New York NY USA, pp. 247-248, Annual Conference on Innovation and Technology in Computer Science Education 2019, Aberdeen, United Kingdom, 12/07/19. https://doi.org/10.1145/3304221.3325547","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:monash.edu:publications/5eb6648e-090c-43c3-a860-ff3b1fc629e0","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85070930954&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"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":"Singh , S 2019 , Exploring the potential of social annotations for predictive and descriptive analytics . in A Pears & M Sabin (eds) , Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education . Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE , Association for Computing Machinery (ACM) , New York NY USA , pp. 247-248 , Annual Conference on Innovation and Technology in Computer Science Education 2019 , Aberdeen , United Kingdom , 12/07/19 . https://doi.org/10.1145/3304221.3325547","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:monash.edu:openaire/5eb6648e-090c-43c3-a860-ff3b1fc629e0","is_oa":true,"landing_page_url":"https://research.monash.edu/en/publications/5eb6648e-090c-43c3-a860-ff3b1fc629e0","pdf_url":null,"source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"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":"Singh, S 2019, Exploring the potential of social annotations for predictive and descriptive analytics. in A Pears & M Sabin (eds), Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education. Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE, Association for Computing Machinery (ACM), New York NY USA, pp. 247-248, Annual Conference on Innovation and Technology in Computer Science Education 2019, Aberdeen, United Kingdom, 12/07/19. https://doi.org/10.1145/3304221.3325547","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[{"score":0.8899999856948853,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W830457","https://openalex.org/W1593762630","https://openalex.org/W2028111024","https://openalex.org/W2067373156","https://openalex.org/W2765548925","https://openalex.org/W2796533004"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W2911048623","https://openalex.org/W4292348877"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"illustrate":[4],"the":[5,40,46,51,62],"successful":[6],"implementation":[7],"of":[8,54,74],"a":[9,14],"social":[10],"annotation":[11,76],"tool":[12],"within":[13],"content":[15],"authoring":[16],"platform,":[17],"that":[18],"allows":[19],"students":[20,63],"to":[21,30],"discuss":[22],"learning":[23,47,90],"material":[24,60],"with":[25],"their":[26,33,86],"fellow":[27],"classmates,":[28],"and":[29,36,66,69,84,89],"self-report":[31],"on":[32],"cognitive,":[34],"metacognitive":[35],"affective":[37],"states-by":[38],"self-coding":[39],"annotations":[41],"as":[42],"they":[43],"journey":[44],"through":[45],"material.":[48,91],"We":[49],"explore":[50],"predictive":[52],"potential":[53],"such":[55],"self-":[56],"reports":[57],"in":[58],"reading":[59],"against":[61],"completion":[64],"rate":[65],"assessment":[67],"scores,":[68],"also":[70],"examine":[71],"how":[72],"visualisation":[73],"these":[75],"classifications":[77],"can":[78],"help":[79],"instructors":[80],"easily":[81],"identify":[82],"issues":[83],"adapt":[85],"teaching":[87],"approach":[88]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}