{"id":"https://openalex.org/W2030036433","doi":"https://doi.org/10.1145/1571941.1572110","title":"Predicting stopping behaviour","display_name":"Predicting stopping behaviour","publication_year":2009,"publication_date":"2009-07-19","ids":{"openalex":"https://openalex.org/W2030036433","doi":"https://doi.org/10.1145/1571941.1572110","mag":"2030036433"},"language":"en","primary_location":{"id":"doi:10.1145/1571941.1572110","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1571941.1572110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval","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/A5027206794","display_name":"Elaine G. Toms","orcid":"https://orcid.org/0000-0003-0677-689X"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Elaine G. Toms","raw_affiliation_strings":["Dalhousie University, Halifax, NS, Canada"],"affiliations":[{"raw_affiliation_string":"Dalhousie University, Halifax, NS, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112173214","display_name":"Luanne Freund","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Luanne Freund","raw_affiliation_strings":["University of British Columbia, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027206794"],"corresponding_institution_ids":["https://openalex.org/I129902397"],"apc_list":null,"apc_paid":null,"fwci":0.6639,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80734606,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"750","last_page":"751"},"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":0.9966999888420105,"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":0.9966999888420105,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9894000291824341,"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/T11182","display_name":"Auction Theory and Applications","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.8635218143463135},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.644246518611908},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6073798537254333},{"id":"https://openalex.org/keywords/transaction-log","display_name":"Transaction log","score":0.5848265290260315},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4953876733779907},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.4713161587715149},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43689677119255066},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35078704357147217},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2374393343925476},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.21692851185798645},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11281394958496094},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07759806513786316}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.8635218143463135},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.644246518611908},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6073798537254333},{"id":"https://openalex.org/C2212953","wikidata":"https://www.wikidata.org/wiki/Q948454","display_name":"Transaction log","level":3,"score":0.5848265290260315},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4953876733779907},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.4713161587715149},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43689677119255066},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35078704357147217},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2374393343925476},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.21692851185798645},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11281394958496094},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07759806513786316},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1571941.1572110","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1571941.1572110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W112537198","https://openalex.org/W1229036039","https://openalex.org/W1510672157","https://openalex.org/W1748815599","https://openalex.org/W1814712647","https://openalex.org/W1904963378","https://openalex.org/W2066584379","https://openalex.org/W2067894316","https://openalex.org/W2101676920","https://openalex.org/W2119529697","https://openalex.org/W2999270194","https://openalex.org/W4243784543","https://openalex.org/W6667291037"],"related_works":["https://openalex.org/W1965155517","https://openalex.org/W2373786169","https://openalex.org/W1986934249","https://openalex.org/W2119843648","https://openalex.org/W2154958021","https://openalex.org/W1886762453","https://openalex.org/W3124826666","https://openalex.org/W1988072050","https://openalex.org/W3007830508","https://openalex.org/W2274235093"],"abstract_inverted_index":{"The":[0,70],"analysis":[1,35],"of":[2,36,39,66,82,105],"search":[3,9,41,58,68,72,92],"transaction":[4],"logs":[5,38],"often":[6],"characterizes":[7],"a":[8,45,67,80],"session":[10,93],"but":[11],"rarely":[12],"looks":[13],"at":[14],"the":[15,37,50,64,87,109],"end":[16],"point.":[17],"When":[18],"do":[19],"users":[20],"stop,":[21],"and":[22,103],"what":[23],"cues":[24],"are":[25,101],"present":[26],"suggesting":[27],"that":[28,60],"stopping":[29,106],"is":[30],"eminent?":[31],"In":[32],"this":[33],"preliminary":[34],"288":[40],"sessions":[42],"conducted":[43],"in":[44,90],"laboratory":[46],"setting,":[47],"we":[48],"identified":[49],"activity":[51],"performed":[52],"by":[53],"participants":[54],"as":[55,57],"well":[56],"transitions":[59,73],"were":[61],"invoked":[62],"over":[63],"course":[65],"session.":[69],"4331":[71],"(15":[74],"per":[75],"task":[76],"on":[77],"average)":[78],"contained":[79],"total":[81],"9295":[83],"actions.":[84],"We":[85],"isolated":[86],"final":[88],"transition":[89],"each":[91],"for":[94,111],"detailed":[95],"analysis.":[96],"As":[97],"hypothesized":[98],"some":[99],"behaviours":[100],"predictable,":[102],"suggestive":[104],"behavior,":[107],"with":[108],"potential":[110],"modeling.":[112]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}