{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,3]],"date-time":"2025-05-03T00:50:50Z","timestamp":1746233450771,"version":"3.28.0"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,1]]},"DOI":"10.1109\/icosc.2019.8665577","type":"proceedings-article","created":{"date-parts":[[2019,3,14]],"date-time":"2019-03-14T22:31:50Z","timestamp":1552602710000},"page":"279-286","source":"Crossref","is-referenced-by-count":12,"title":["Speaking with Actions - Learning Customer Journey Behavior"],"prefix":"10.1109","author":[{"given":"Qiong","family":"Wu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wen-Ling","family":"Hsu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tan","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenming","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"George","family":"Ma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guy","family":"Jacobson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuai","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-005-5724-z"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-741252-8.50010-8"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780199959327.001.0001"},{"key":"ref13","first-page":"519","article-title":"Auc: a statistically consistent and more discriminating measure than accuracy","volume":"3","author":"ling","year":"2003","journal-title":"IJCAI"},{"journal-title":"Keras","year":"2015","author":"chollet","key":"ref14"},{"key":"ref15","first-page":"265","article-title":"Tensor-flow: a system for large-scale machine learning","volume":"16","author":"abadi","year":"2016","journal-title":"OSDI"},{"key":"ref16","first-page":"2579","article-title":"Visualizing data using t-sne","volume":"9","author":"maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1963.10500845"},{"key":"ref18","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume":"1","author":"macqueen","year":"1967","journal-title":"Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability"},{"key":"ref19","first-page":"326","article-title":"Experiments in parallel clustering with dbscan","author":"arlia","year":"2001","journal-title":"European Conference on Parallel Processing"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1958.tb00292.x"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"278","DOI":"10.1109\/ICDAR.1995.598994","article-title":"Random decision forests","volume":"1","author":"ho","year":"1995","journal-title":"Document Analysis and Recognition 1995 Proceedings of the Third International Conference on"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9904-1967-11751-8"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587731"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1007\/978-3-319-51469-7_8","article-title":"Comparing hidden markov models and long short term memory neural networks for learning action representations","author":"panzner","year":"2016","journal-title":"International Workshop on Machine Learning Optimization and Big Data"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177699147"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"journal-title":"Adam A method for stochastic optimization","year":"2014","author":"kingma","key":"ref9"},{"journal-title":"Supervised Sequence Labelling with Recurrent Neural Networks","year":"2008","author":"kawakami","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-0266(199606)17:6<441::AID-SMJ819>3.0.CO;2-G"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-92901-9_5"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1108\/JSTP-05-2015-0111"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"1366","DOI":"10.1109\/SSCI.2015.195","article-title":"Efficient process discovery from event streams using sequential pattern mining","author":"hassani","year":"2015","journal-title":"Computational Intelligence 2015 IEEE Symposium Series on IEEE"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.bushor.2016.09.010"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/FiCloud.2018.00040"}],"event":{"name":"2019 IEEE 13th International Conference on Semantic Computing (ICSC)","start":{"date-parts":[[2019,1,30]]},"location":"Newport Beach, CA, USA","end":{"date-parts":[[2019,2,1]]}},"container-title":["2019 IEEE 13th International Conference on Semantic Computing (ICSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8652245\/8665495\/08665577.pdf?arnumber=8665577","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T15:21:30Z","timestamp":1658157690000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8665577\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,1]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/icosc.2019.8665577","relation":{},"subject":[],"published":{"date-parts":[[2019,1]]}}}