{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T14:04:57Z","timestamp":1760709897092,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030198060"},{"type":"electronic","value":"9783030198077"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"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\/978-3-030-19807-7_15","type":"book-chapter","created":{"date-parts":[[2019,5,7]],"date-time":"2019-05-07T13:24:51Z","timestamp":1557235491000},"page":"141-151","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Collaborative Data Mining in Agriculture for Prediction of Soil Moisture and Temperature"],"prefix":"10.1007","author":[{"given":"Carmen Ana","family":"Anton","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oliviu","family":"Matei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anca","family":"Avram","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,5,8]]},"reference":[{"key":"15_CR1","doi-asserted-by":"publisher","first-page":"2065","DOI":"10.1016\/j.eswa.2013.09.005","volume":"41","author":"B Lika","year":"2014","unstructured":"Lika, B., Kolomvatsos, K., Hadjiefthymiades, S.: Facing the cold start problem in recommender systems. Expert Syst. Appl. 41, 2065\u20132073 (2014)","journal-title":"Expert Syst. Appl."},{"key":"15_CR2","volume-title":"Data Mining and Knowledge Discovery Handbook","author":"S Moyle","year":"2005","unstructured":"Moyle, S.: \u201cCollaborative Data Mining. In: Maimon, O., Rokach, L. (eds.) Data Mining and Knowledge Discovery Handbook. Springer, Boston, MA (2005)"},{"issue":"2","key":"15_CR3","first-page":"392","volume":"7","author":"G Orio Di","year":"2016","unstructured":"Di Orio, G., Matei, O., Scholze, S., Stokic, D., Barata, J., Cenedese, C.: A platform to support the product servitization. IJACSA 7(2), 392\u2013400 (2016)","journal-title":"IJACSA"},{"issue":"1","key":"15_CR4","first-page":"7","volume":"8","author":"O Matei","year":"2014","unstructured":"Matei, O.: Preliminary results of the analysis of field data from ovens. Carpathian J. Electr. Eng. 8(1), 7\u201312 (2014)","journal-title":"Carpathian J. Electr. Eng."},{"issue":"7","key":"15_CR5","first-page":"621","volume":"1","author":"O Matei","year":"2016","unstructured":"Matei, O., Nagorny, K., Stoebener, K.: Applying data mining in the context of Industrial Internet. Int. J. Adv. Comput. Sci. Appl. 1(7), 621\u2013626 (2016)","journal-title":"Int. J. Adv. Comput. Sci. Appl."},{"key":"15_CR6","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1007\/978-3-319-45390-3_27","volume-title":"Collaboration in a Hyperconnected World","author":"Oliviu Matei","year":"2016","unstructured":"Matei, O., Di Orio, G., Jassbi, J., Barata, J., Cenedese, C.: Collaborative data mining for intelligent home appliances. In: Working Conference on Virtual Enterprises, pp. 313\u2013323. Springer, Cham (2016)"},{"issue":"837\u201344","key":"15_CR7","first-page":"31","volume":"181","author":"O Matei","year":"2017","unstructured":"Matei, O., Rusu, T., Petrovan, A., Mihu\u021b, G.: A data mining system for real time soil moisture prediction. Procedia Eng. 181(837\u201344), 31 (2017)","journal-title":"Procedia Eng."},{"key":"15_CR8","first-page":"415","volume-title":"Lecture Notes in Computer Science","author":"Oliviu Matei","year":"2017","unstructured":"Matei, O., Rusu, T., Bozga, A., Pop-Sitar, P., Anton, C.: Context-aware data mining: embedding external data sources in a machine learning process. In: International Conference on Hybrid Artificial Intelligence Systems, pp. 415\u2013426. Springer, Cham (2017)"},{"key":"15_CR9","doi-asserted-by":"crossref","unstructured":"Matei, O., Anton, C., Scholze, S.: Multi-layered data mining architecture in the context of Internet of Things. In: IEEE 15th International Conference on Industrial Informatics (INDIN) (2017)","DOI":"10.1109\/INDIN.2017.8104943"},{"key":"15_CR10","doi-asserted-by":"crossref","unstructured":"Camarinha-Matos, L., Afsarmanesh, H.: Collaboration forms in collaborative networks: reference modeling, pp. 51\u201356. Springer US (2008)","DOI":"10.1007\/978-0-387-79426-6"},{"key":"15_CR11","unstructured":"Badrul, S., et al.: Item-based collaborative filtering recommendation algorithms. In: Proceedings of the 10th International Conference on World Wide Web. ACM (2001)"},{"key":"15_CR12","unstructured":"Billsus, D., Pazzani, M.: Learning collaborative information filters. In: Proceedings of the International Conference on Machine Learning. Morgan Kaufmann Publishers. Madison (1998)"},{"issue":"1","key":"15_CR13","first-page":"51","volume":"4","author":"O Folorunsho","year":"2012","unstructured":"Folorunsho, O., Adeyem, A.B.: Application of data mining techniques in weather prediction and climate change studies. Int. J. Inf. Eng. Electron. Bus. 4(1), 51 (2012)","journal-title":"Int. J. Inf. Eng. Electron. Bus."},{"key":"15_CR14","series-title":"Lecture Notes in Computer Science","volume-title":"Advances in Visual Informatics. IVIC 2017","author":"RA Rashid","year":"2017","unstructured":"Rashid, R.A., Nohuddin, P.R., Zainol, Z.: Association rule mining using time series data for malaysia climate variability prediction. In: Badioze Zaman, H., et al. (eds.) Advances in Visual Informatics. IVIC 2017. Lecture Notes in Computer Science, vol. 10645. Springer, Cham (2017)"},{"issue":"1","key":"15_CR15","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1007\/s13762-017-1351-x","volume":"15","author":"A Niazalizadeh Moghadam","year":"2018","unstructured":"Niazalizadeh Moghadam, A., Ravanmehr, R.: Multi-agent distributed data mining approach for classifying meteorology data: case study on Iran\u2019s synoptic weather stations. Int. J. Environ. Sci. Technol. 15(1), 149\u2013158 (2018)","journal-title":"Int. J. Environ. Sci. Technol."},{"key":"15_CR16","first-page":"58","volume":"22","author":"A Namen","year":"2017","unstructured":"Namen, A., Charles, A., Rodrigues, P.: Comparison of data mining models applied to a surface meteorological station. RBRH 22, 58\u201367 (2017)","journal-title":"RBRH"},{"issue":"5\u20136","key":"15_CR17","first-page":"1855","volume":"48","author":"D Comeau","year":"2016","unstructured":"Comeau, D., Zhao, Z., Giannakis, D., Majda, A.: Data-driven prediction strategies for low-frequency patterns of North Pacific climate variability. Clim. Dyn. 48(5\u20136), 1855\u20131872 (2016)","journal-title":"Clim. Dyn."}],"container-title":["Advances in Intelligent Systems and Computing","Software Engineering Methods in Intelligent Algorithms"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-19807-7_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,18]],"date-time":"2019-05-18T04:08:57Z","timestamp":1558152537000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-19807-7_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030198060","9783030198077"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-19807-7_15","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"8 May 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CSOC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Computer Science On-line Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Zlin","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Czech Republic","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 April 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 April 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"csolc2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/csoc.openpublish.eu","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}