{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T18:16:09Z","timestamp":1742926569160,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031217524"},{"type":"electronic","value":"9783031217531"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-21753-1_20","type":"book-chapter","created":{"date-parts":[[2022,11,20]],"date-time":"2022-11-20T10:02:32Z","timestamp":1668938552000},"page":"199-210","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["The Covid-19 Influence on\u00a0the\u00a0Desire to\u00a0Stay at\u00a0Home: A Big Data Architecture"],"prefix":"10.1007","author":[{"given":"Regina","family":"Sousa","sequence":"first","affiliation":[]},{"given":"Daniela","family":"Oliveira","sequence":"additional","affiliation":[]},{"given":"Ana","family":"Carneiro","sequence":"additional","affiliation":[]},{"given":"Luis","family":"Pinto","sequence":"additional","affiliation":[]},{"given":"Ana","family":"Pereira","sequence":"additional","affiliation":[]},{"given":"Ana","family":"Peixoto","sequence":"additional","affiliation":[]},{"given":"Hugo","family":"Peixoto","sequence":"additional","affiliation":[]},{"given":"Jos\u00e9","family":"Machado","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,11,21]]},"reference":[{"issue":"7","key":"20_CR1","doi-asserted-by":"publisher","first-page":"e0253910","DOI":"10.1371\/journal.pone.0253910","volume":"16","author":"L Li","year":"2021","unstructured":"Li, L., Long, D., Rouhi Rad, M., Sloggy, M.R.: Stay-at-home orders and the willingness to stay home during the COVID-19 pandemic: a stated-preference discrete choice experiment. PLoS ONE 16(7), e0253910 (2021)","journal-title":"PLoS ONE"},{"key":"20_CR2","doi-asserted-by":"crossref","unstructured":"Sumaedi, S., et al.: Factors influencing intention to follow the \u201cstay at home\u201d policy during the COVID-19 pandemic. Int. J. Health Gov. (2020)","DOI":"10.1108\/IJHG-05-2020-0046"},{"issue":"4","key":"20_CR3","doi-asserted-by":"publisher","first-page":"420","DOI":"10.1108\/HE-12-2020-0118","volume":"121","author":"BA Soomro","year":"2021","unstructured":"Soomro, B.A., Shah, N.: Examining the intention to stay home due to COVID-19: a pandemic\u2019s second wave outlook. Health Educ. 121(4), 420\u2013435 (2021)","journal-title":"Health Educ."},{"key":"20_CR4","unstructured":"WHO Coronavirus (COVID-19). http:\/\/covid19.who.int\/data. Accessed 10 May 2022"},{"key":"20_CR5","unstructured":"Our World in Data: COVID-19 Dataset by Our World in Data, 16 January 2021. http:\/\/github.com\/owid\/COVID-19-data\/blob\/master\/public\/data\/vaccinations\/vaccinations.json. Accessed 10 May 2022"},{"issue":"04","key":"20_CR6","doi-asserted-by":"publisher","first-page":"519","DOI":"10.1055\/s-0040-1716442","volume":"11","author":"R Lakhan","year":"2020","unstructured":"Lakhan, R., Agrawal, A., Sharma, M.: Prevalence of depression, anxiety, and stress during COVID-19 pandemic. J. Neurosci. Rural Pract. 11(04), 519\u2013525 (2020)","journal-title":"J. Neurosci. Rural Pract."},{"issue":"4","key":"20_CR7","doi-asserted-by":"publisher","first-page":"758","DOI":"10.1007\/s10900-020-00918-5","volume":"46","author":"C Coughenour","year":"2021","unstructured":"Coughenour, C., Gakh, M., Pharr, J.R., Bungum, T., Jalene, S.: Changes in depression and physical activity among college students on a diverse campus after a COVID-19 stay-at-home order. J. Community Health 46(4), 758\u2013766 (2021). https:\/\/doi.org\/10.1007\/s10900-020-00918-5","journal-title":"J. Community Health"},{"key":"20_CR8","unstructured":"Our World in Data: Restrictions on public gatherings in the COVID-19 pandemic, 1 January 2020. http:\/\/ourworldindata.org\/grapher\/public-gathering-rules-COVID. Accessed 8 May 2022"},{"key":"20_CR9","unstructured":"Our World in Data: Stay-at-home requirements during the COVID-19 pandemic, 1 January 2020. http:\/\/ourworldindata.org\/grapher\/stay-at-home-COVID. Accessed 8 May 2022"},{"key":"20_CR10","unstructured":"Kumar, A.: Worldwide Residential Mobility in COVID-19. Kaggle, 2 February 2022. www.kaggle.com\/datasets\/aestheteaman01\/people-staying-in-home-during-COVID19. Accessed 12 May 2022"},{"key":"20_CR11","unstructured":"MongoDB: PyMongo 4.1.1 documentation. Pymongo Documentation (2008). http:\/\/pymongo.readthedocs.io\/en\/stable\/tutorial.html. Accessed 2022"},{"key":"20_CR12","unstructured":"Apache Spark: PySpark Documentation. PySpark Documentation (2022). http:\/\/spark.apache.org\/docs\/latest\/api\/python\/index.html. Accessed 2022"},{"key":"20_CR13","unstructured":"Microsoft: Tutorial: Introdu\u00e7\u00e3o ao servi\u00e7o de cria\u00e7\u00e3o no Power BI. Microsoft Documentation, 1 July 2022. http:\/\/docs.microsoft.com\/pt-pt\/power-bi\/fundamentals\/service-get-started. Accessed 16 May 2022"},{"key":"20_CR14","unstructured":"Filipa, P., Luis, P., Luisa, C., Rita, P.: Impacto da Pandemia COVID-19 na Prefer\u00eancia Stay at home. Unpublished Internal Document, University of Minho (2022)"}],"container-title":["Lecture Notes in Computer Science","Intelligent Data Engineering and Automated Learning \u2013 IDEAL 2022"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-21753-1_20","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T12:13:51Z","timestamp":1710332031000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-21753-1_20"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031217524","9783031217531"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-21753-1_20","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"21 November 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IDEAL","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Data Engineering and Automated Learning","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Manchester","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 November 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 November 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ideal2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ideal-conf.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"79","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"52","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"66% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.9","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.1","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}