{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,27]],"date-time":"2025-07-27T07:20:56Z","timestamp":1753600856863,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031424298"},{"type":"electronic","value":"9783031424304"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[],"published-print":{"date-parts":[[2023]]},"DOI":"10.1007\/978-3-031-42430-4_36","type":"book-chapter","created":{"date-parts":[[2023,9,28]],"date-time":"2023-09-28T15:03:54Z","timestamp":1695913434000},"page":"436-448","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Deep Reinforcement Learning-Based Multi-objective Optimization for Crowdsensing-Based Air Quality Monitoring Systems"],"prefix":"10.1007","author":[{"given":"Nam Duong","family":"Tran","sequence":"first","affiliation":[]},{"given":"Manh Cuong","family":"Dao","sequence":"additional","affiliation":[]},{"given":"Thanh Hung","family":"Nguyen","sequence":"additional","affiliation":[]},{"given":"Thi Ha Ly","family":"Dinh","sequence":"additional","affiliation":[]},{"given":"Kien","family":"Nguyen","sequence":"additional","affiliation":[]},{"given":"Phi Le","family":"Nguyen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,9,29]]},"reference":[{"unstructured":"Air visual. https:\/\/www.airvisual.com\/vietnam\/hanoi. Accessed Sept. (2021)","key":"36_CR1"},{"issue":"10","key":"36_CR2","doi-asserted-by":"publisher","first-page":"2399","DOI":"10.3390\/s19102399","volume":"19","author":"J Chen","year":"2019","unstructured":"Chen, J., Yang, J.: Maximizing coverage quality with budget constrained in mobile crowd-sensing network for environmental monitoring applications. Sensors 19(10), 2399 (2019)","journal-title":"Sensors"},{"doi-asserted-by":"crossref","unstructured":"Cherian, J., et al.: ParkGauge: gauging the occupancy of parking garages with crowdsensed parking characteristics. In: 2016 17th IEEE International Conference on Mobile Data Management (MDM), vol. 1, pp. 92\u2013101 (2016)","key":"36_CR3","DOI":"10.1109\/MDM.2016.26"},{"doi-asserted-by":"crossref","unstructured":"Dinh, T.A.N., Nguyen, A.D., Nguyen, T.T., Nguyen, T.H., Le Nguyen, P.: Spatial-temporal coverage maximization in vehicle-based mobile crowdsensing for air quality monitoring. In: 2022 IEEE Wireless Communications and Networking Conference (WCNC), pp. 1449\u20131454. IEEE (2022)","key":"36_CR4","DOI":"10.1109\/WCNC51071.2022.9771711"},{"doi-asserted-by":"crossref","unstructured":"Elhamshary, M., Youssef, M., Uchiyama, A., Yamaguchi, H., Higashino, T.: TransitLabel: a crowd-sensing system for automatic labeling of transit stations semantics. In: Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services, pp. 193\u2013206 (2016)","key":"36_CR5","DOI":"10.1145\/2906388.2906395"},{"unstructured":"Iqair. https:\/\/www.iqair.com\/. Accessed Sept (2021)","key":"36_CR6"},{"key":"36_CR7","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1613\/jair.301","volume":"4","author":"LP Kaelbling","year":"1996","unstructured":"Kaelbling, L.P., Littman, M.L., Moore, A.W.: Reinforcement learning: a survey. J. Artif. Intell. Res. 4, 237\u2013285 (1996)","journal-title":"J. Artif. Intell. Res."},{"key":"36_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s11270-020-04973-5","volume":"232","author":"V Lambey","year":"2021","unstructured":"Lambey, V., Prasad, A.: A review on air quality measurement using an unmanned aerial vehicle. Water Air Soil Pollut. 232, 1\u201332 (2021)","journal-title":"Water Air Soil Pollut."},{"unstructured":"Mnih, V., et al.: Playing Atari with deep reinforcement learning. arXiv preprint arXiv:1312.5602 (2013)","key":"36_CR9"},{"key":"36_CR10","volume-title":"Reinforcement Learning: An Introduction","author":"RS Sutton","year":"2018","unstructured":"Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. MIT press, Cambridge (2018)"},{"issue":"8","key":"36_CR11","doi-asserted-by":"publisher","first-page":"155014771879535","DOI":"10.1177\/1550147718795351","volume":"14","author":"C Wang","year":"2018","unstructured":"Wang, C., et al.: Maximizing spatial-temporal coverage in mobile crowd-sensing based on public transports with predictable trajectory. Int. J. Distrib. Sens. Netw. 14(8), 1550147718795351 (2018)","journal-title":"Int. J. Distrib. Sens. Netw."},{"key":"36_CR12","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1007\/BF00992698","volume":"8","author":"CJ Watkins","year":"1992","unstructured":"Watkins, C.J., Dayan, P.: Q-learning. Mach. Learn. 8, 279\u2013292 (1992)","journal-title":"Mach. Learn."},{"doi-asserted-by":"crossref","unstructured":"Wu, D., et al.: When sharing economy meets IoT: towards fine-grained urban air quality monitoring through mobile crowdsensing on bike-share system. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(2), 1\u201326 (2020)","key":"36_CR13","DOI":"10.1145\/3397328"},{"issue":"9","key":"36_CR14","doi-asserted-by":"publisher","first-page":"7698","DOI":"10.1109\/TVT.2015.2490679","volume":"65","author":"M Zhang","year":"2016","unstructured":"Zhang, M., et al.: Quality-aware sensing coverage in budget-constrained mobile crowdsensing networks. IEEE Trans. Veh. Technol. 65(9), 7698\u20137707 (2016)","journal-title":"IEEE Trans. Veh. Technol."}],"container-title":["Communications in Computer and Information Science","Recent Challenges in Intelligent Information and Database Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-42430-4_36","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,28]],"date-time":"2023-09-28T15:12:57Z","timestamp":1695913977000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-42430-4_36"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031424298","9783031424304"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-42430-4_36","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"29 September 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ACIIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asian Conference on Intelligent Information and Database Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Phuket","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Thailand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 July 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 July 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aciids2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aciids.pwr.edu.pl\/2023\/","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":"224","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":"50","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":"22% - 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":"3,87","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":"2,82","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":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}