{"id":"https://openalex.org/W3134619927","doi":"https://doi.org/10.1109/tale48869.2020.9368377","title":"Understanding and Promoting Teacher Connections in Online Social Media: A Case Study on Pinterest","display_name":"Understanding and Promoting Teacher Connections in Online Social Media: A Case Study on Pinterest","publication_year":2020,"publication_date":"2020-12-08","ids":{"openalex":"https://openalex.org/W3134619927","doi":"https://doi.org/10.1109/tale48869.2020.9368377","mag":"3134619927"},"language":"en","primary_location":{"id":"doi:10.1109/tale48869.2020.9368377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale48869.2020.9368377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)","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/A5090855504","display_name":"Hamid Reza Karimi","orcid":"https://orcid.org/0000-0001-7629-3266"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hamid Karimi","raw_affiliation_strings":["Computer Science and Engineering, Michigan State University"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Michigan State University","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037175598","display_name":"Kaitlin T. Torphy","orcid":null},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaitlin T. Torphy","raw_affiliation_strings":["Counseling, Educational Psychology and Special Education, Michigan State University"],"affiliations":[{"raw_affiliation_string":"Counseling, Educational Psychology and Special Education, Michigan State University","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036086705","display_name":"Tyler Derr","orcid":"https://orcid.org/0000-0002-0080-5998"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tyler Derr","raw_affiliation_strings":["Electrical Engineering and Computer Science, Vanderbilt University"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, Vanderbilt University","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104360637","display_name":"Kenneth A. Frank","orcid":"https://orcid.org/0000-0002-6116-5509"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth A. Frank","raw_affiliation_strings":["Counseling, Educational Psychology and Special Education, Michigan State University"],"affiliations":[{"raw_affiliation_string":"Counseling, Educational Psychology and Special Education, Michigan State University","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040639891","display_name":"Jiliang Tang","orcid":"https://orcid.org/0000-0001-7125-3898"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiliang Tang","raw_affiliation_strings":["Computer Science and Engineering, Michigan State University"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Michigan State University","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5090855504"],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":null,"apc_paid":null,"fwci":0.914,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82852493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"15","issue":null,"first_page":"536","last_page":"541"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9898999929428101,"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/social-media","display_name":"Social media","score":0.7050455808639526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6635552644729614},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6202332973480225},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.43834373354911804},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42152926325798035},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.37320342659950256},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36665815114974976},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2846871018409729}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7050455808639526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6635552644729614},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6202332973480225},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.43834373354911804},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42152926325798035},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.37320342659950256},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36665815114974976},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2846871018409729},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tale48869.2020.9368377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale48869.2020.9368377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309207","display_name":"Grant Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1488216954","https://openalex.org/W1888005072","https://openalex.org/W1928968296","https://openalex.org/W1971788485","https://openalex.org/W2037933327","https://openalex.org/W2072606289","https://openalex.org/W2141997501","https://openalex.org/W2149800717","https://openalex.org/W2191835888","https://openalex.org/W2567635893","https://openalex.org/W2787518548","https://openalex.org/W2897443792","https://openalex.org/W2898395483","https://openalex.org/W2922786463","https://openalex.org/W2998900136","https://openalex.org/W3039934805","https://openalex.org/W3046392416","https://openalex.org/W3105705953","https://openalex.org/W3107326814","https://openalex.org/W3110028558","https://openalex.org/W3126698611","https://openalex.org/W3127046465","https://openalex.org/W3127553203","https://openalex.org/W4232932184","https://openalex.org/W4293232152","https://openalex.org/W6629320764","https://openalex.org/W6687171888","https://openalex.org/W6748124886","https://openalex.org/W6786080888"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W1976205134","https://openalex.org/W2381570729","https://openalex.org/W4248336175","https://openalex.org/W3009369890","https://openalex.org/W2093324316","https://openalex.org/W2120116197","https://openalex.org/W159653547"],"abstract_inverted_index":{"In":[0],"this":[1,16,74,140],"work,":[2],"we":[3,18,66,76,142],"perform":[4],"a":[5,21,121,150,177],"large-scale":[6],"investigation":[7],"of":[8,24,49,114],"teacher":[9,71],"connections":[10,50,171],"in":[11,86,124,145],"online":[12,31,126],"social":[13,32,127],"media.":[14,33],"To":[15,138],"end,":[17],"first":[19],"construct":[20],"large":[22],"dataset":[23,35],"teachers":[25,38,79,103,155,182],"on":[26,161],"Pinterest,":[27],"an":[28,125],"image-based":[29],"popular":[30],"Our":[34,163],"includes":[36],"540":[37],"across":[39],"5":[40],"states":[41,62],"and":[42,63,69,97,107,116,148],"48":[43],"districts,":[44],"as":[45,47],"well":[46],"thousands":[48],"they":[51],"have":[52],"established.":[53],"Then,":[54],"considering":[55],"some":[56],"crucial":[57],"teacher-related":[58],"attributes":[59],"(e.g.,":[60],"their":[61,84,105,136,158],"grade":[64],"levels),":[65],"characterize":[67],"direct":[68],"indirect":[70],"connections.":[72],"Through":[73],"characterization,":[75],"discover":[77],"that":[78,120,167],"are":[80,172],"predominately":[81],"connected":[82],"to":[83,176],"peers":[85,160],"the":[87,94,111,185],"same":[88,95],"district":[89],"or":[90],"at":[91],"least":[92],"within":[93],"state,":[96],"seldom":[98],"there":[99],"exist":[100],"links":[101],"between":[102],"outside":[104],"districts":[106],"states.":[108],"This":[109],"hinders":[110],"proper":[112],"diffusion":[113],"information":[115],"many":[117,168],"other":[118],"advantages":[119],"teacher-teacher":[122,170],"connection":[123],"media":[128],"can":[129],"bring":[130],"about,":[131],"e.g.,":[132],"getting":[133],"advice":[134],"from":[135],"peers.":[137],"alleviate":[139],"problem,":[141],"utilize":[143],"advances":[144],"machine":[146],"learning":[147],"propose":[149],"link":[151],"recommendation":[152],"system":[153],"suggesting":[154],"connect":[156],"with":[157],"similar":[159],"Pinterest.":[162],"system's":[164],"evaluation":[165],"reveals":[166],"new":[169],"suggested,":[173],"which":[174],"leads":[175],"more":[178],"cohesive":[179],"network":[180],"among":[181],"rather":[183],"than":[184],"existing":[186],"localized":[187],"ego":[188],"networks.":[189]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
