{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T21:21:33Z","timestamp":1775251293202,"version":"3.50.1"},"publisher-location":"Cham","reference-count":33,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030026066","type":"print"},{"value":"9783030026073","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,10,17]],"date-time":"2018-10-17T00:00:00Z","timestamp":1539734400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-02607-3_21","type":"book-chapter","created":{"date-parts":[[2018,10,16]],"date-time":"2018-10-16T04:53:30Z","timestamp":1539665610000},"page":"223-237","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Fuzzy-Based System for Selection of\u00a0IoT Devices in Opportunistic Networks Considering Number of Past Encounters"],"prefix":"10.1007","author":[{"given":"Miralda","family":"Cuka","sequence":"first","affiliation":[]},{"given":"Donald","family":"Elmazi","sequence":"additional","affiliation":[]},{"given":"Kevin","family":"Bylykbashi","sequence":"additional","affiliation":[]},{"given":"Keita","family":"Matsuo","sequence":"additional","affiliation":[]},{"given":"Makoto","family":"Ikeda","sequence":"additional","affiliation":[]},{"given":"Leonard","family":"Barolli","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,10,17]]},"reference":[{"issue":"6","key":"21_CR1","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1049\/iet-net.2017.0079","volume":"6","author":"N Mantas","year":"2017","unstructured":"Mantas, N., Louta, M., Karapistoli, E., Karetsos, G.T., Kraounakis, S., Obaidat, M.S.: Towards an incentive-compatible, reputation-based framework for stimulating cooperation in opportunistic networks: a survey. IET Netw. 6(6), 169\u2013178 (2017)","journal-title":"IET Netw."},{"key":"21_CR2","doi-asserted-by":"crossref","unstructured":"Sharma, D.K., Sharma, A., Kumar, J., et\u00a0al.: Knnr: K-nearest neighbour classification based routing protocol for opportunistic networks. In: 10-th International Conference on Contemporary Computing (IC3), pp. 1\u20136. IEEE (2017)","DOI":"10.1109\/IC3.2017.8284342"},{"key":"21_CR3","doi-asserted-by":"crossref","unstructured":"Kraijak, S., Tuwanut, P.: A survey on internet of things architecture, protocols, possible applications, security, privacy, real-world implementation and future trends. In: 16th International Conference on Communication Technology (ICCT), pp. 26\u201331. IEEE (2015)","DOI":"10.1109\/ICCT.2015.7399787"},{"issue":"2","key":"21_CR4","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1504\/IJSSC.2017.086821","volume":"7","author":"R Arridha","year":"2017","unstructured":"Arridha, R., Sukaridhoto, S., Pramadihanto, D., Funabiki, N.: Classification extension based on iot-big data analytic for smart environment monitoring and analytic in real-time system. Int. J. Space-Based Situated Comput. 7(2), 82\u201393 (2017)","journal-title":"Int. J. Space-Based Situated Comput."},{"key":"21_CR5","doi-asserted-by":"crossref","unstructured":"Dhurandher, S.K., Sharma, D.K., Woungang, I., Bhati, S.: Hbpr: history based prediction for routing in infrastructure-less opportunistic networks. In: 27th International Conference on Advanced Information Networking and Applications (AINA), pp. 931\u2013936. IEEE (2013)","DOI":"10.1109\/AINA.2013.105"},{"issue":"2","key":"21_CR6","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1504\/IJGUC.2011.040600","volume":"2","author":"E Spaho","year":"2011","unstructured":"Spaho, E., Mino, G., Barolli, L., Xhafa, F.: Goodput and pdr analysis of aodv, olsr and dymo protocols for vehicular networks using cavenet. Int. J. Grid Util. Comput. 2(2), 130\u2013138 (2011)","journal-title":"Int. J. Grid Util. Comput."},{"key":"21_CR7","unstructured":"Abdulla, M., Simon, R.: The impact of intercontact time within opportunistic networks: protocol implications and mobility models. TechRepublic White Paper (2009)"},{"issue":"3","key":"21_CR8","doi-asserted-by":"publisher","first-page":"626","DOI":"10.1109\/LCOMM.2018.2790393","volume":"22","author":"TK Patra","year":"2018","unstructured":"Patra, T.K., Sunny, A.: Forwarding in heterogeneous mobile opportunistic networks. IEEE Commun. Lett. 22(3), 626\u2013629 (2018)","journal-title":"IEEE Commun. Lett."},{"key":"21_CR9","doi-asserted-by":"crossref","unstructured":"Le, T., Gerla, M.: Contact duration-aware routing in delay tolerant networks. In: International Conference on Networking, Architecture and Storage (NAS), pp. 1\u20138. IEEE (2017)","DOI":"10.1109\/NAS.2017.8026849"},{"key":"21_CR10","doi-asserted-by":"crossref","unstructured":"Popereshnyak, S., Suprun, O., Suprun, O., Wieckowski, T.: Iot application testing features based on the modelling network. In: The 14-th International Conference on Perspective Technologies and Methods in MEMS Design (MEMSTECH), pp. 127\u2013131. IEEE (2018)","DOI":"10.1109\/MEMSTECH.2018.8365717"},{"key":"21_CR11","doi-asserted-by":"crossref","unstructured":"Chen, N., Yang, Y., Li, J., Zhang, T.: A fog-based service enablement architecture for cross-domain iot applications. In: Fog World Congress (FWC), 2017 IEEE, pp. 1\u20136. IEEE (2017)","DOI":"10.1109\/FWC.2017.8368533"},{"key":"21_CR12","doi-asserted-by":"publisher","first-page":"1101","DOI":"10.1109\/ACCESS.2015.2457031","volume":"3","author":"R Pozza","year":"2015","unstructured":"Pozza, R., Nati, M., Georgoulas, S., Moessner, K., Gluhak, A.: Neighbor discovery for opportunistic networking in internet of things scenarios: a survey. IEEE Access 3, 1101\u20131131 (2015)","journal-title":"IEEE Access"},{"key":"21_CR13","doi-asserted-by":"crossref","unstructured":"Akbas, M., Turgut, D.: Apawsan: actor positioning for aerial wireless sensor and actor networks. In: IEEE 36th Conference on Local Computer Networks (LCN-2011), pp. 563\u2013570 (October 2011)","DOI":"10.1109\/LCN.2011.6115518"},{"key":"21_CR14","doi-asserted-by":"crossref","unstructured":"Akbas, M., Brust, M., Turgut, D.: Local positioning for environmental monitoring in wireless sensor and actor networks. In: IEEE 35th Conference on Local Computer Networks (LCN-2010), pp. 806\u2013813 (October 2010)","DOI":"10.1109\/LCN.2010.5735815"},{"issue":"10","key":"21_CR15","doi-asserted-by":"publisher","first-page":"1126","DOI":"10.1109\/TMC.2007.1009","volume":"6","author":"T Melodia","year":"2007","unstructured":"Melodia, T., Pompili, D., Gungor, V., Akyildiz, I.: Communication and coordination in wireless sensor and actor networks. IEEE Trans. Mob. Comput. 6(10), 1126\u20131129 (2007)","journal-title":"IEEE Trans. Mob. Comput."},{"key":"21_CR16","doi-asserted-by":"crossref","unstructured":"Chilipirea, C., Petre, A.-C., Dobre, C.: Predicting encounters in opportunistic networks using gaussian process. In: 2013 19th International Conference on Control Systems and Computer Science (CSCS), pp. 99\u2013105. IEEE (2013)","DOI":"10.1109\/CSCS.2013.15"},{"key":"21_CR17","doi-asserted-by":"crossref","unstructured":"Grossglauser, M., Vetterli, M.: Locating nodes with ease: last encounter routing for ad hoc networks through mobility diffusion. In: Proceedings of IEEE Infocom, vol.\u00a03, no. LCAV-CONF-2003-009, pp. 1954\u20131964 (2003)","DOI":"10.1109\/INFCOM.2003.1209217"},{"key":"21_CR18","doi-asserted-by":"crossref","unstructured":"Penurkar, M.R., Deshpande, U.A.: Conhis: contact history-based routing algorithm for a vehicular delay tolerant network. In: India Conference (INDICON), 2014 Annual IEEE, pp. 1\u20136. IEEE (2014)","DOI":"10.1109\/INDICON.2014.7030401"},{"key":"21_CR19","doi-asserted-by":"crossref","unstructured":"Inaba, T., Sakamoto, S., Kolici, V., Mino, G., Barolli, L.: A CAC scheme based on fuzzy logic for cellular networks considering security and priority parameters. In: The 9-th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA-2014), pp. 340\u2013346 (2014)","DOI":"10.1109\/BWCCA.2014.87"},{"key":"21_CR20","doi-asserted-by":"crossref","unstructured":"Spaho, E., Sakamoto, S., Barolli, L., Xhafa, F., Barolli, V., Iwashige, J.: A fuzzy-based system for peer reliability in JXTA-overlay P2P considering number of interactions. In: The 16th International Conference on Network-Based Information Systems (NBiS-2013), pp. 156\u2013161 (2013)","DOI":"10.1109\/NBiS.2013.26"},{"issue":"1","key":"21_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3233\/JHS-150504","volume":"21","author":"K Matsuo","year":"2015","unstructured":"Matsuo, K., Elmazi, D., Liu, Y., Sakamoto, S., Mino, G., Barolli, L.: FACS-MP: a fuzzy admission control system with many priorities for wireless cellular networks and its performance evaluation. J. High Speed Netw. 21(1), 1\u201314 (2015)","journal-title":"J. High Speed Netw."},{"issue":"3","key":"21_CR22","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1016\/0377-2217(95)00176-X","volume":"89","author":"M Grabisch","year":"1996","unstructured":"Grabisch, M.: The application of fuzzy integrals in multicriteria decision making. Eur. J. Oper. Res. 89(3), 445\u2013456 (1996)","journal-title":"Eur. J. Oper. Res."},{"key":"21_CR23","doi-asserted-by":"crossref","unstructured":"Inaba, T., Elmazi, D., Liu, Y., Sakamoto, S., Barolli, L., Uchida, K.: Integrating wireless cellular and ad-hoc networks using fuzzy logic considering node mobility and security. In: The 29th IEEE International Conference on Advanced Information Networking and Applications Workshops (WAINA-2015), pp. 54\u201360 (2015)","DOI":"10.1109\/WAINA.2015.116"},{"key":"21_CR24","doi-asserted-by":"crossref","unstructured":"Kulla, E., Mino, G., Sakamoto, S., Ikeda, M., Caball\u00e9, S., Barolli, L.: FBMIS: a fuzzy-based multi-interface system for cellular and ad hoc networks. In: International Conference on Advanced Information Networking and Applications (AINA-2014), pp. 180\u2013185 (2014)","DOI":"10.1109\/AINA.2014.154"},{"issue":"5","key":"21_CR25","doi-asserted-by":"publisher","first-page":"635","DOI":"10.1007\/s12652-015-0279-6","volume":"6","author":"D Elmazi","year":"2015","unstructured":"Elmazi, D., Kulla, E., Oda, T., Spaho, E., Sakamoto, S., Barolli, L.: A comparison study of two fuzzy-based systems for selection of actor node in wireless sensor actor networks. J. Ambient. Intell. Hum.Ized Comput. 6(5), 635\u2013645 (2015)","journal-title":"J. Ambient. Intell. Hum.Ized Comput."},{"issue":"3","key":"21_CR26","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/175247.175255","volume":"37","author":"Lotfi A. Zadeh","year":"1994","unstructured":"Zadeh, L.: Fuzzy logic, neural networks, and soft computing. In: ACM Communications, pp. 77\u201384 (1994)","journal-title":"Communications of the ACM"},{"issue":"9","key":"21_CR27","doi-asserted-by":"publisher","first-page":"1783","DOI":"10.1007\/s00500-013-1206-4","volume":"18","author":"E Spaho","year":"2014","unstructured":"Spaho, E., Sakamoto, S., Barolli, L., Xhafa, F., Ikeda, M.: Trustworthiness in P2P: performance behaviour of two fuzzy-based systems for JXTA-overlay platform. Soft Comput. 18(9), 1783\u20131793 (2014)","journal-title":"Soft Comput."},{"key":"21_CR28","doi-asserted-by":"crossref","unstructured":"Inaba, T., Sakamoto, S., Kulla, E., Caballe, S., Ikeda, M., Barolli, L.: An integrated system for wireless cellular and ad-hoc networks using fuzzy logic. In: International Conference on Intelligent Networking and Collaborative Systems (INCoS-2014), pp. 157\u2013162 (2014)","DOI":"10.1109\/INCoS.2014.43"},{"issue":"4","key":"21_CR29","doi-asserted-by":"publisher","first-page":"519","DOI":"10.1007\/s12652-015-0277-8","volume":"6","author":"K Matsuo","year":"2015","unstructured":"Matsuo, K., Elmazi, D., Liu, Y., Sakamoto, S., Barolli, L.: A multi-modal simulation system for wireless sensor networks: a comparison study considering stationary and mobile sink and event. J. Ambient. Intell. Hum.Ized Comput. 6(4), 519\u2013529 (2015)","journal-title":"J. Ambient. Intell. Hum.Ized Comput."},{"key":"21_CR30","doi-asserted-by":"crossref","unstructured":"Kolici, V., Inaba, T., Lala, A., Mino, G., Sakamoto, S., Barolli, L.: A fuzzy-based CAC scheme for cellular networks considering security. In: International Conference on Network-Based Information Systems (NBiS-2014), pp. 368\u2013373 (2014)","DOI":"10.1109\/NBiS.2014.36"},{"issue":"7","key":"21_CR31","doi-asserted-by":"publisher","first-page":"2677","DOI":"10.1007\/s00500-015-1667-8","volume":"20","author":"Y Liu","year":"2015","unstructured":"Liu, Y., Sakamoto, S., Matsuo, K., Ikeda, M., Barolli, L., Xhafa, F.: A comparison study for two fuzzy-based systems: improving reliability and security of JXTA-overlay P2P platform. Soft Comput. 20(7), 2677\u20132687 (2015)","journal-title":"Soft Comput."},{"issue":"1","key":"21_CR32","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3233\/JHS-150504","volume":"21","author":"K Matsuo","year":"2015","unstructured":"Matsuo, K., Elmazi, D., Liu, Y., Sakamoto, S., Mino, G., Barolli, L.: FACS-MP: a fuzzy admission control system with many priorities for wireless cellular networks and its perforemance evaluation. J. High Speed Netw. 21(1), 1\u201314 (2015)","journal-title":"J. High Speed Netw."},{"issue":"3","key":"21_CR33","doi-asserted-by":"publisher","first-page":"345","DOI":"10.1109\/5.364485","volume":"83","author":"JM Mendel","year":"1995","unstructured":"Mendel, J.M.: Fuzzy logic systems for engineering: a tutorial. Proc. IEEE 83(3), 345\u2013377 (1995)","journal-title":"Proc. IEEE"}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Advances on P2P, Parallel, Grid, Cloud and Internet Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-02607-3_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T20:10:22Z","timestamp":1775247022000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-02607-3_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,17]]},"ISBN":["9783030026066","9783030026073"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-02607-3_21","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"value":"2367-4512","type":"print"},{"value":"2367-4520","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,10,17]]},"assertion":[{"value":"17 October 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"3PGCIC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on P2P, Parallel, Grid, Cloud and Internet Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Taichung","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Taiwan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 October 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 October 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pgcic2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}