{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T07:10:29Z","timestamp":1771657829888,"version":"3.50.1"},"reference-count":41,"publisher":"Zhejiang University Press","issue":"5","license":[{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Front Inform Technol Electron Eng"],"published-print":{"date-parts":[[2022,5]]},"DOI":"10.1631\/fitee.2100467","type":"journal-article","created":{"date-parts":[[2022,5,24]],"date-time":"2022-05-24T23:51:44Z","timestamp":1653436304000},"page":"749-762","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["How to manage a task-oriented virtual assistant software project: an experience report","\u7ba1\u7406\u9762\u5411\u4efb\u52a1\u7684\u865a\u62df\u52a9\u624b\u8f6f\u4ef6\u7cfb\u7edf\u7684\u7ecf\u9a8c\u6027\u7814\u7a76"],"prefix":"10.1631","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6009-1707","authenticated-orcid":false,"given":"Shuyue","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiaqi","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Gao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianguang","family":"Lou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dejian","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Xiao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yadong","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7600-0934","authenticated-orcid":false,"given":"Ting","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"635","published-online":{"date-parts":[[2022,5,25]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/icse-seip.2019.00042"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/seaa.2018.00018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.463"},{"key":"ref4","article-title":"Active Learning: Creating Ex-citement in the Classroom","author":"Bonwell","year":"1991","journal-title":"ERIC Number ED336049. The George Washington University, Washington, USA"},{"key":"ref5","author":"Bradley","year":"2020","journal-title":"Brace Yourself for an Explosion of Virtual Assistants"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/bigdata.2017.8258038"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3314221.3314594"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3025171.3025227"},{"key":"ref9","year":"2020","journal-title":"Surveybot"},{"key":"ref10","author":"Gao","year":"2019","journal-title":"A hybrid semantic parsing approach for tabular data analysis"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/syscon.2018.8369576"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/re.2019.00050"},{"key":"ref13","author":"Huang","year":"2018","journal-title":"Safety and trustworthiness of deep neural networks: a survey"},{"key":"ref14","author":"Islam","year":"2019","journal-title":"What do developers ask about ML libraries? A large-scale study using stack overflow"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.14778\/2994509.2994514"},{"key":"ref16","author":"Krishnan","year":"2017","journal-title":"Boost-Clean: automated error detection and repair for machine learning"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3387940.3391484"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/aitest.2019.00010"},{"key":"ref19","first-page":"512","article-title":"Boosting algorithms as gradient descent","volume-title":"Proc 12th Int Conf on Neural Information Processing Systems","author":"Mason"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/icstw.2018.00061"},{"key":"ref21","year":"2020","journal-title":"Power BI"},{"key":"ref22","volume-title":"Meeting Edward: Chatbots and the Changing Face of the Hotel Guest Experience","author":"Oram","year":"2020"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3299887.3299891"},{"key":"ref24","author":"Radford","year":"2019","journal-title":"Language Models are Unsupervised M ultitask Learners"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/bf00116037"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.14778\/3229863.3229867"},{"issue":"4","key":"ref27","first-page":"5","article-title":"On challenges in machine learning model management","volume":"41","author":"Schelter","year":"2018b","journal-title":"IEEE Data Eng Bull"},{"key":"ref28","first-page":"2503","article-title":"Hidden technical debt in machine learning systems","volume-title":"Proc 28th Int Conf on Neural Information Processing Systems","author":"Sculley"},{"key":"ref29","author":"Sun","year":"2020","journal-title":"TableQA: a large-scale Chinese text-to-SQL dataset for table-aware SQL generation"},{"key":"ref30","year":"2020a","journal-title":"Ask Data"},{"key":"ref31","year":"2020b","journal-title":"Tableau"},{"key":"ref32","author":"Task","year":"2020","journal-title":"TaskVirtual"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5529-2_8"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/rew.2019.00050"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-57959-7"},{"key":"ref36","year":"2021","journal-title":"Virtual Assistant"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/d19-1547"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3998\/weave.12535642.0001.101"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/tse.2019.2962027"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/issre.2019.00020"},{"key":"ref41","author":"Zhong","year":"2017","journal-title":"Seq2SQL: gener-ating structured queries from natural language using reinforcement learning"}],"container-title":["Frontiers of Information Technology &amp; Electronic Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1631\/FITEE.2100467.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1631\/FITEE.2100467\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1631\/FITEE.2100467.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T06:36:25Z","timestamp":1771655785000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1631\/FITEE.2100467"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5]]},"references-count":41,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2022,5]]}},"alternative-id":["1803"],"URL":"https:\/\/doi.org\/10.1631\/fitee.2100467","relation":{},"ISSN":["2095-9184","2095-9230"],"issn-type":[{"value":"2095-9184","type":"print"},{"value":"2095-9230","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,5]]},"assertion":[{"value":"30 September 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 January 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 May 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}