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In this article, the authors present a web portal designed to help researchers to manage and analyze their datasets, apply machine learning to detect how factors taken together influence crop production, and summarize the results to help scientists make decisions based on the learned models. The authors developed the system to be easily accessed by the entire team including rice scientist, genetics, and farmers. As such, they developed a system on a server architecture comprised of a SQLite database, a web interface developed in Python, the Celery job scheduler, and statistical computing in R.<\/p>","DOI":"10.4018\/ijwp.2018070102","type":"journal-article","created":{"date-parts":[[2018,6,20]],"date-time":"2018-06-20T09:47:18Z","timestamp":1529488038000},"page":"15-31","source":"Crossref","is-referenced-by-count":24,"title":["A Web Portal for Rice Crop Improvements"],"prefix":"10.4018","volume":"10","author":[{"given":"James W.","family":"Baurley","sequence":"first","affiliation":[{"name":"Bioinformatics and Data Science Research Center, Bina Nusantara University, Jakarta, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arif","family":"Budiarto","sequence":"additional","affiliation":[{"name":"Computer Science Department, School of Computer Science, Bina Nusantara University, Jakarta, Indonesia & Bioinformatics and Data Science Research Center, Bina Nusantara University, Jakarta, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Muhamad Fitra","family":"Kacamarga","sequence":"additional","affiliation":[{"name":"Computer Science Department, School of Computer Science, Bina Nusantara University, Jakarta, Indonesia & Bioinformatics and Data Science Research Center, Bina Nusantara University, Jakarta, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bens","family":"Pardamean","sequence":"additional","affiliation":[{"name":"Computer Science Department, BINUS Graduate Program \u2013 Master of Computer Science, Bina Nusantara University, Jakarta, Indonesia & Bioinformatics and Data Science Research Center, Bina Nusantara University, Jakarta, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"IJWP.2018070102-0","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2016.03.005"},{"key":"IJWP.2018070102-1","article-title":"Bayesian generalized double pareto shrinkage.","author":"A.Armagan","year":"2010","journal-title":"Biometrika"},{"issue":"1","key":"IJWP.2018070102-2","first-page":"119","article-title":"Generalized double pareto shrinkage.","volume":"23","author":"A.Armagan","year":"2013","journal-title":"Statistica Sinica"},{"key":"IJWP.2018070102-3","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkt970"},{"key":"IJWP.2018070102-4","doi-asserted-by":"publisher","DOI":"10.1007\/s11033-014-3713-5"},{"key":"IJWP.2018070102-5","doi-asserted-by":"publisher","DOI":"10.1038\/nclimate2153"},{"key":"IJWP.2018070102-6","doi-asserted-by":"publisher","DOI":"10.1007\/s00122-013-2218-2"},{"key":"IJWP.2018070102-7","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/664\/6\/062025"},{"key":"IJWP.2018070102-8","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btq638"},{"key":"IJWP.2018070102-9","doi-asserted-by":"crossref","unstructured":"Eckardt, N. 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