{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,20]],"date-time":"2025-09-20T18:47:26Z","timestamp":1758394046996,"version":"3.40.3"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030750749"},{"type":"electronic","value":"9783030750756"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"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":[[2021]]},"DOI":"10.1007\/978-3-030-75075-6_54","type":"book-chapter","created":{"date-parts":[[2021,4,26]],"date-time":"2021-04-26T07:06:40Z","timestamp":1619420800000},"page":"657-671","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Reinforcement Learning Based Smart Data Agent for Location Privacy"],"prefix":"10.1007","author":[{"given":"Harkeerat","family":"Kaur","sequence":"first","affiliation":[]},{"given":"Rohit","family":"Kumar","sequence":"additional","affiliation":[]},{"given":"Isao","family":"Echizen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,4,27]]},"reference":[{"key":"54_CR1","doi-asserted-by":"crossref","unstructured":"Bettini, C., Jajodia, S., Samarati, P., Wang, S.X.: Privacy in location-based applications: research issues and emerging trends, vol. 5599. Springer Science & Business Media (2009)","DOI":"10.1007\/978-3-642-03511-1"},{"issue":"1","key":"54_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TMC.2007.1062","volume":"7","author":"B Gedik","year":"2007","unstructured":"Gedik, B., Liu, L.: Protecting location privacy with personalized k-anonymity: architecture and algorithms. IEEE Trans. Mob. Comput. 7(1), 1\u201318 (2007)","journal-title":"IEEE Trans. Mob. Comput."},{"key":"54_CR3","doi-asserted-by":"crossref","unstructured":"Gruteser, M., Grunwald, D.: Anonymous usage of location-based services through spatial and temporal cloaking. In: First International Conference on Mobile Systems, Applications and Services, pp. 31\u201342 (2003)","DOI":"10.1145\/1066116.1189037"},{"key":"54_CR4","doi-asserted-by":"crossref","unstructured":"Guo, X., Wang, W., Huang, H., Li, Q., Malekian, R.: Location privacy-preserving method based on historical proximity location. Wirel. Commun. Mob. Comput. 2020 (2020)","DOI":"10.1155\/2020\/8892079"},{"key":"54_CR5","doi-asserted-by":"crossref","unstructured":"Harvey, I., Cavoukian, A., Tomko, G., Borrett, D., Kwan, H., Hatzinakos, D.: Smartdata. Springer (2013)","DOI":"10.1007\/978-1-4614-6409-9"},{"key":"54_CR6","doi-asserted-by":"crossref","unstructured":"Hashem, T., Kulik, L.: Safeguarding location privacy in wireless ad-hoc networks. In: International Conference on Ubiquitous Computing, pp. 372\u2013390. Springer (2007)","DOI":"10.1007\/978-3-540-74853-3_22"},{"key":"54_CR7","doi-asserted-by":"crossref","unstructured":"Kaur, H., Echizen, I., Kumar, R.: Smart data agent for preserving location privacy. In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 2567\u20132575. IEEE (2020)","DOI":"10.1109\/SSCI47803.2020.9308396"},{"key":"54_CR8","doi-asserted-by":"crossref","unstructured":"Le, T., Echizen, I.: Lightweight collaborative semantic scheme for generating an obfuscated region to ensure location privacy. In: IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 2844\u20132849. IEEE (2018)","DOI":"10.1109\/SMC.2018.00484"},{"key":"54_CR9","doi-asserted-by":"crossref","unstructured":"Li, B., Liang, R., Zhu, D., Chen, W., Lin, Q.: Blockchain-based trust management model for location privacy preserving in VANET. IEEE Trans. Intell. Transp. Syst. (2020)","DOI":"10.1109\/TITS.2020.3035869"},{"key":"54_CR10","doi-asserted-by":"crossref","unstructured":"Machanavajjhala, A., Kifer, D., Gehrke, J., Venkitasubramaniam, M.: l-diversity: privacy beyond k-anonymity. ACM Trans. Knowl. Discov. Data (TKDD) 1(1), 3\u2013es (2007)","DOI":"10.1145\/1217299.1217302"},{"key":"54_CR11","doi-asserted-by":"publisher","first-page":"522","DOI":"10.1016\/j.procs.2011.07.068","volume":"5","author":"A Masoumzadeh","year":"2011","unstructured":"Masoumzadeh, A., Joshi, J.: An alternative approach to k-anonymity for location-based services. Procedia Comput. Sci. 5, 522\u2013530 (2011)","journal-title":"Procedia Comput. Sci."},{"key":"54_CR12","doi-asserted-by":"crossref","unstructured":"Mokbel, M.F.: Privacy in location-based services: State-of-the-art and research directions. In: International Conference on Mobile Data Management, pp. 228\u2013228. IEEE (2007)","DOI":"10.1109\/MDM.2007.45"},{"key":"54_CR13","doi-asserted-by":"crossref","unstructured":"Palm, A., Metzger, A., Pohl, K.: Online reinforcement learning for self-adaptive information systems. In: International Conference on Advanced Information Systems Engineering, pp. 169\u2013184. Springer (2020)","DOI":"10.1007\/978-3-030-49435-3_11"},{"issue":"12","key":"54_CR14","doi-asserted-by":"publisher","first-page":"3519","DOI":"10.3390\/s20123519","volume":"20","author":"Y Qiu","year":"2020","unstructured":"Qiu, Y., Liu, Y., Li, X., Chen, J.: A novel location privacy-preserving approach based on blockchain. Sensors 20(12), 3519 (2020)","journal-title":"Sensors"},{"key":"54_CR15","doi-asserted-by":"crossref","unstructured":"Santos, F., Humbert, M., Shokri, R., Hubaux, J.P.: Collaborative location privacy with rational users. In: International Conference on Decision and Game Theory for Security, pp. 163\u2013181. Springer (2011)","DOI":"10.1007\/978-3-642-25280-8_14"},{"key":"54_CR16","unstructured":"Scrapper. https:\/\/pypi.org\/project\/google-play-scraper\/. Accessed 14 May 2020"},{"key":"54_CR17","doi-asserted-by":"crossref","unstructured":"Shokri, R., Papadimitratos, P., Theodorakopoulos, G., Hubaux, J.P.: Collaborative location privacy. In: 2011 IEEE Eighth International Conference on Mobile Ad-Hoc and Sensor Systems, pp. 500\u2013509. IEEE (2011)","DOI":"10.1109\/MASS.2011.55"},{"key":"54_CR18","doi-asserted-by":"crossref","unstructured":"Takabi, H., Joshi, J.B., Karimi, H.A.: A collaborative k-anonymity approach for location privacy in location-based services. In: 2009 5th International Conference on Collaborative Computing: Networking, Applications and Worksharing, pp. 1\u20139. IEEE (2009)","DOI":"10.4108\/ICST.COLLABORATECOM2009.8374"},{"issue":"2","key":"54_CR19","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1007\/s12394-010-0047-x","volume":"3","author":"GJ Tomko","year":"2010","unstructured":"Tomko, G.J., Borrett, D.S., Kwan, H.C., Steffan, G.: Smartdata: make the data think for itself. Identity Inf. Soc. 3(2), 343\u2013362 (2010)","journal-title":"Identity Inf. Soc."},{"key":"54_CR20","doi-asserted-by":"crossref","unstructured":"Wiering, M., Van Otterlo, M.: Reinforcement learning, vol. 12. Springer (2012)","DOI":"10.1007\/978-3-642-27645-3"},{"key":"54_CR21","doi-asserted-by":"crossref","unstructured":"Zhang, L., Song, G., Zhu, D., Ren, W., Xiong, P.: Location privacy preservation through kernel transformation. In: Concurrency and Computation: Practice and Experience, p. e6014 (2020)","DOI":"10.1002\/cpe.6014"},{"key":"54_CR22","doi-asserted-by":"crossref","unstructured":"Zhong, G., Hengartner, U.: A distributed k-anonymity protocol for location privacy. In: IEEE International Conference on Pervasive Computing and Communications, pp. 1\u201310. IEEE (2009)","DOI":"10.1109\/PERCOM.2009.4912774"}],"container-title":["Lecture Notes in Networks and Systems","Advanced Information Networking and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-75075-6_54","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,2]],"date-time":"2021-05-02T12:27:11Z","timestamp":1619958431000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-75075-6_54"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030750749","9783030750756"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-75075-6_54","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"27 April 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AINA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advanced Information Networking and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Toronto, ON","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 May 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 May 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"35","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aina2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/voyager.ce.fit.ac.jp\/conf\/aina\/2021\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}