{"id":"https://openalex.org/W2606420504","doi":"https://doi.org/10.1145/3051457.3054014","title":"Using Student Annotated Hashtags and Emojis to Collect Nuanced Affective States","display_name":"Using Student Annotated Hashtags and Emojis to Collect Nuanced Affective States","publication_year":2017,"publication_date":"2017-04-12","ids":{"openalex":"https://openalex.org/W2606420504","doi":"https://doi.org/10.1145/3051457.3054014","mag":"2606420504"},"language":"en","primary_location":{"id":"doi:10.1145/3051457.3054014","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3051457.3054014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth (2017) ACM Conference on Learning @ Scale","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/A5037569091","display_name":"Amy X. Zhang","orcid":"https://orcid.org/0000-0001-9462-9835"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amy X. Zhang","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020096573","display_name":"Michele M. Igo","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michele Igo","raw_affiliation_strings":["University of California, Davis, Davis, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028322147","display_name":"Marc T. Facciotti","orcid":"https://orcid.org/0000-0003-4453-3274"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marc Facciotti","raw_affiliation_strings":["University of California, Davis, Davis, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028448267","display_name":"David R. Karger","orcid":"https://orcid.org/0000-0002-0024-5847"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Karger","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037569091"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":1.5601,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.86977555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"319","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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/T13155","display_name":"Digital Communication and Language","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.9925000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/curiosity","display_name":"Curiosity","score":0.8553961515426636},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.7568886280059814},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6731885075569153},{"id":"https://openalex.org/keywords/affordance","display_name":"Affordance","score":0.6687401533126831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.652984082698822},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5669082999229431},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5572053790092468},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4979548454284668},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4332551658153534},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35128432512283325},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.34063297510147095},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32761430740356445},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.2827637195587158},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25872892141342163},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1889127492904663}],"concepts":[{"id":"https://openalex.org/C33435437","wikidata":"https://www.wikidata.org/wiki/Q366791","display_name":"Curiosity","level":2,"score":0.8553961515426636},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.7568886280059814},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6731885075569153},{"id":"https://openalex.org/C194995250","wikidata":"https://www.wikidata.org/wiki/Q531136","display_name":"Affordance","level":2,"score":0.6687401533126831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.652984082698822},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5669082999229431},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5572053790092468},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4979548454284668},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4332551658153534},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35128432512283325},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34063297510147095},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32761430740356445},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2827637195587158},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25872892141342163},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1889127492904663},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3051457.3054014","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3051457.3054014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth (2017) ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1520353783","https://openalex.org/W2010950062","https://openalex.org/W2028111024","https://openalex.org/W2112251034","https://openalex.org/W2140910804","https://openalex.org/W2235079663"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4285676344","https://openalex.org/W3094054656","https://openalex.org/W2123270665","https://openalex.org/W4382584175","https://openalex.org/W2060310955","https://openalex.org/W2284924956","https://openalex.org/W1972718289","https://openalex.org/W3043413210","https://openalex.org/W2613740288"],"abstract_inverted_index":{"Determining":[0],"affective":[1,116,168],"states":[2],"such":[3,125],"as":[4,83,85,126],"confusion":[5,127,157],"from":[6,138],"students'":[7],"participation":[8],"in":[9,46],"online":[10],"discussion":[11,55,136],"forums":[12],"can":[13,150],"be":[14],"useful":[15],"for":[16,81,98],"instructors":[17,29,91],"of":[18,25,60,101,115,133],"a":[19,58,64,86,112,131],"large":[20],"classroom.":[21],"However,":[22],"manual":[23],"annotation":[24],"forum":[26],"posts":[27,56,137,143,155],"by":[28,144],"or":[30],"paid":[31],"crowd":[32],"workers":[33],"is":[34,67],"both":[35],"time-consuming":[36],"and":[37,62,69,76,92,128],"expensive.":[38],"In":[39],"this":[40],"work,":[41],"we":[42,146,149],"harness":[43],"affordances":[44],"prevalent":[45],"social":[47],"media":[48],"to":[49,52,88,90,110],"allow":[50],"students":[51,94],"self-annotate":[53],"their":[54],"with":[57,74],"set":[59],"hashtags":[61,75],"emojis,":[63],"process":[65],"that":[66],"fast":[68],"cheap.":[70],"For":[71],"students,":[72,145],"self-annotation":[73],"emojis":[77],"provides":[78,106],"another":[79],"channel":[80],"self-expression,":[82],"well":[84],"way":[87,109],"signal":[89],"other":[93],"on":[95],"the":[96,166],"lookout":[97],"certain":[99],"types":[100],"messages.":[102],"This":[103],"method":[104],"also":[105],"an":[107],"easy":[108],"acquire":[111],"labeled":[113],"dataset":[114,132],"states,":[117],"allowing":[118],"us":[119],"distinguish":[120],"between":[121,154,165],"more":[122],"nuanced":[123],"emotions":[124],"curiosity.":[129],"From":[130],"over":[134],"25,000":[135],"two":[139,167],"courses":[140],"containing":[141],"self-annotated":[142],"demonstrate":[147],"how":[148],"identify":[151],"linguistic":[152],"differences":[153],"expressing":[156],"versus":[158],"curiosity,":[159],"achieving":[160],"83%":[161],"accuracy":[162],"at":[163],"distinguishing":[164],"states.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
