Charoenporn, Pattama
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Item type:Publication, Designing web serviceswith MVC for classification rice system(2019-01-10)In this paper, we describe the design of web service with modelview-controller for implement the system of classify type of rice. This idea using LDA and SVM to estimate a rice surface area, and then we present this idea by create web service architecture and present prototype used in mobile. The process of making a model are choosing the literature of rice attribute compare with a hundred pieces of rice in different sizes and type, and then analyzed all of example by create web service that implement under spring MVC idea. In testing method of technique, we create prototype of web service and test function by user. The result shows that the model gives accurate result with very small errors and is also flexible to any change in all process. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, An IoT architecture for smart rice monitoring(2019-10-08)This paper presents an architectural design process for the IoT rice system which derives approach from the finding model. This model design from three-tier architecture, agile methodology and IoT architecture model. We receive input data from interview 400 farmers who crop rice live in the north-east of Thailand. Then we compare 10 models from 5 pieces of literature to design a conceptual model. The conceptual model present 2 models, it composes of web service design from service-oriented architecture and the other model present web application design from HTTP, JavaScript. The results show that web service is the best way to implement IoT rice system because the concept of service-oriented architecture is supported the relationship between communication protocol over the network. After that, we create a conceptual model, that follows from 400 farmers to present to those who want to implement the real application. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Reservoir inflow forecasting using ID3 and C4.5 decision tree model(2017-10-26)Decision tree model is one of data mining method for builds classification models in the form of a tree structure. These methods are produced various ways of splitting a data set into branch like segments that call nodes. Today, forecasting method is very importance for every side especially agriculture. Because some farmers who want to predict their crops for each semester. This paper describes about method for forecast daily inflow to reservoir in order to present new method for predication. We prepare 1000 data sets for analysis with reservoir prototype. And then used training set testing ID3 and C4.5 algorithms for choose the best algorithm to create reservoir prototype. The results show that ID3 algorithm is the best way for forecasting data then we will create the reservoir prototype in order to forecasting water pass reservoir, and can indicate level of water in very severe, severe, or less. After that we bring reservoir prototype to test by users, and all of user test reservoir prototype and suggest that 67% satisfy in learning ability, 80% moderately satisfied in control. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, A conceptual modelling of QOS' web service framework(2018-01-01)The evolution of web service technologies is well known in many organizations. When many organizations want to develop our business, they will add new services in their businesses policy, these additions may help the organization to increase some policy but it is difficult to implement some requirements. To solve this problem, we present the new paradigm of QOS for develop web service that is the procedure to implement web service and help developer to create service appropriate each business process. This conceptual of modelling based on LSS and BWW framework and under business practice guideline the example is Cobit and ITIL for approximate each of business process. In success, we illustrate our approach by class diagram that design under conceptual of modelling quality of service for web service and implement web service for test this idea. Then we choose 2 scenarios in different combination of QoS requirements for test, the results show that this technique is satisfy for choose and we think this paper can be guideline for researcher in the future. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Comparison of algorithms for searching shortest path and implementations for the searching routing system via web services(2018-01-01)The searching routing system is part of logistics systems. There are many algorithms to solve the detail of confuse routing, e.g., routing of transport networks or order picking areas. The numbers of relevant nodes in routing have more than 10,000 nodes. Then many algorithms should be finding the shortest path from start node to destination. In this paper, we choose 3 algorithms compose of Floyd-Warshall's Algorithm, Dijkstra's Algorithm and saving algorithm with google map api to compare the best algorithm to searching shortest path and then choose the best algorithm to implement searching routing system via web services. For the results, Floyd-Warshall's Algorithm and Dijkstra's Algorithm give same results but the results from saving algorithm with google map api is the best algorithm for searching and manage the transport route to the point of destination especially in the real time. Then, this research will use saving algorithm for solving the ordering of transportation and use Google maps API for set direction. Google maps API can advise the shortest path and mark start node, end node for user. Saving algorithm find the best route and calculate the result from equation. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Smart logistic system by IOT technology(2018-01-06)Today, Logistics system is very important for many industries and business solutions to solve problems about transportation and fix all of the expense. Many applications for logistics system integrate in many systems but there have price so much and sometime not used in some requirement, therefore this research presents a new idea for solving some problems by using the concept about the Internet of things technology. The logistics system model is developed and presents some designs in this paper that based on IOT technology. The case study of land logistics used to implement the system. A model is developed for the user access online interactive and then we will evaluate a model by results of satisfy create by users.