{"id":"https://openalex.org/W2989754046","doi":null,"title":"The relationship between actions and significance of email","display_name":"The relationship between actions and significance of email","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2989754046","mag":"2989754046"},"language":"en","primary_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/122748","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/122748","pdf_url":"https://hdl.handle.net/1721.1/122748","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/1721.1/122748","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008176418","display_name":"Tarfah Alrashed","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tarfah Alrashed","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5008176418"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.008100000210106373,"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/T11644","display_name":"Spam and Phishing Detection","score":0.003599999938160181,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/email-prioritization","display_name":"email prioritization","score":0.9150000214576721},{"id":"https://openalex.org/keywords/email-management","display_name":"email management","score":0.47600001096725464},{"id":"https://openalex.org/keywords/implicit-feedback","display_name":"implicit feedback","score":0.5849999785423279},{"id":"https://openalex.org/keywords/utility-functions","display_name":"utility functions","score":0.5339999794960022},{"id":"https://openalex.org/keywords/weight-assignment","display_name":"weight assignment","score":0.5400000214576721},{"id":"https://openalex.org/keywords/human-judgment","display_name":"human judgment","score":0.375}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32091444730758667}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:dspace.mit.edu:1721.1/122748","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/122748","pdf_url":"https://hdl.handle.net/1721.1/122748","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},{"id":"mag:2989754046","doi":null,"is_oa":false,"landing_page_url":"https://dspace.mit.edu/handle/1721.1/122748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/122748","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/122748","pdf_url":"https://hdl.handle.net/1721.1/122748","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2989754046.pdf","grobid_xml":"https://content.openalex.org/works/W2989754046.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W102066540","https://openalex.org/W157314279","https://openalex.org/W1669587557","https://openalex.org/W1678356000","https://openalex.org/W2026669942","https://openalex.org/W2031756892","https://openalex.org/W2039011351","https://openalex.org/W2040870580","https://openalex.org/W2047221353","https://openalex.org/W2049415635","https://openalex.org/W2050042708","https://openalex.org/W2079789170","https://openalex.org/W2094607109","https://openalex.org/W2113319227","https://openalex.org/W2120889650","https://openalex.org/W2123937625","https://openalex.org/W2125771191","https://openalex.org/W2137891816","https://openalex.org/W2143085547","https://openalex.org/W2143331230","https://openalex.org/W2153222072","https://openalex.org/W2159709475","https://openalex.org/W2264482454","https://openalex.org/W2396662988","https://openalex.org/W2515377091","https://openalex.org/W2614403482","https://openalex.org/W2739640577","https://openalex.org/W2768348081","https://openalex.org/W2777535578","https://openalex.org/W2901597048","https://openalex.org/W2902504932","https://openalex.org/W2914266646","https://openalex.org/W3125151814"],"related_works":["https://openalex.org/W1495373046","https://openalex.org/W2914266646","https://openalex.org/W2249207041","https://openalex.org/W1563157225","https://openalex.org/W1571666316","https://openalex.org/W7014405112","https://openalex.org/W6987456283","https://openalex.org/W7049128911","https://openalex.org/W7094347385","https://openalex.org/W1862061045"],"abstract_inverted_index":{"Email":[0],"remains":[1],"a":[2,35,79,108,114,165],"critical":[3],"channel":[4],"for":[5,29,46,81,154],"communicating":[6],"information":[7,31],"in":[8,25],"both":[9,155],"personal":[10,156,179],"and":[11,33,59,118,157,170,174,180],"work":[12,158,181],"accounts.The":[13],"number":[14],"of":[15,38,41,69,85,116,123,172,190,201,211],"emails":[16,42,173,182],"people":[17],"receive":[18],"every":[19],"day":[20],"can":[21,75],"be":[22,76],"overwhelming,":[23],"which":[24,97,195],"turn":[26],"creates":[27],"challenges":[28],"efficient":[30],"management":[32],"consumption.Having":[34],"good":[36],"estimate":[37],"the":[39,44,66,82,102,121,128,143,188,198,228],"significance":[40,54,84,139,153,171,214,230,250],"forms":[43],"foundation":[45],"many":[47],"downstream":[48],"tasks":[49],"(e.g.email":[50],"prioritization);":[51],"but":[52],"determining":[53],"at":[55,223,240],"scale":[56],"is":[57,107,164],"expensive":[58],"challenging.In":[60],"this":[61],"thesis,":[62],"we":[63,98,119,131,147,207,246],"hypothesize":[64],"that":[65,86,162,175,187,227,245],"cumulative":[67],"set":[68,115],"actions":[70,94,169,176],"on":[71,95,113,142,151,178],"any":[72],"individual":[73],"email":[74,152,202,213],"considered":[77],"as":[78,220],"proxy":[80],"perceived":[83,103],"email.We":[87],"propose":[88],"two":[89],"approaches":[90],"to":[91,136,252],"summarize":[92],"observed":[93,144],"emails,":[96],"then":[99],"evaluate":[100],"against":[101],"significance.The":[104],"first":[105],"approach":[106],"fixed-form":[109],"utility":[110],"function":[111],"parameterized":[112],"weights,":[117],"study":[120],"impact":[122],"different":[124],"weight":[125],"assignment":[126],"strategies.In":[127],"second":[129],"approach,":[130],"build":[132],"machine":[133],"learning":[134],"models":[135],"capture":[137],"users'":[138],"directly":[140],"based":[141],"actions.For":[145],"evaluation,":[146],"collect":[148],"human":[149,236],"judgments":[150],"emails.Our":[159],"analysis":[160],"suggests":[161],"there":[163],"positive":[166,233],"correlation":[167,191],"between":[168],"performed":[177],"are":[183],"different.We":[184],"also":[185],"find":[186],"degree":[189],"varies":[192],"across":[193],"people,":[194],"may":[196,247],"reflect":[197],"individualized":[199],"nature":[200],"activity":[203],"patterns":[204],"or":[205],"significance.Subsequently,":[206],"develop":[208],"an":[209],"example":[210],"real-time":[212],"prediction":[215,251],"by":[216],"using":[217],"action":[218],"summaries":[219],"implicit":[221],"feedback":[222],"scale.Evaluation":[224],"results":[225],"suggest":[226],"resulting":[229],"predictions":[231],"have":[232],"agreement":[234,254],"with":[235],"assessments,":[237],"albeit":[238],"not":[239],"statistically":[241],"strong":[242],"levels.We":[243],"speculate":[244],"require":[248],"personalized":[249],"improve":[253],"levels.":[255]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2019-12-05T00:00:00"}
