Philippine Land Law Expert Chatbot Essay Example for Free

Philippine Land Law Expert Chatbot Essay The researchers tend to work on an expert system with integration of Philippine land laws. They chose to focus on land laws since one of the major problems of the Filipinos who seek law experts’ advice are due to land. The researchers deliberates the possible ways on how can they share knowledge and guidance that works like a real lawyer advising a client but have not taking an account to replace to seek a real land law experts guidance. Also, putting an expertise into a machine happens in many ways. So, the researchers find a way on constructing an expert system on Philippine land law using different techniques. In giving solution to the stated problem of the researchers, this study implements techniques such as Natural Language Processing (NLP) with sub-processes of Tokenizing, Part-of-Speech Tagging, and Parsing for input abstraction and validation, as well as Natural Language Generation (NLG) for the construction of answer/s. The developed system entitled, â€Å"PHILEX: Philipine Land Law Expert Chatbot† focused on providing answers to the user’s questions. Such users who are in need of information, assistance and knowledge and those who seek counselling in regards to any Philippine land law or land rights can benefit from the said expert system but must always know that the researchers do not intend to substitute the land law professionals. Upon various tests that the researchers conducted aiming to know the accuracy, specificity and sensitivity of the system, researchers came up with such conclusions. A technique, Precision and Recall, was used to test the system’s capability of answering the user’s questions relying from correct result (true positive or tp), missing result (false negative of fn), unexpected result (false positive of fp), and correct abscence of result (true negative or tn). This study also intends to identify the evaluation of the experts when it comes to sy stem’s user-friendliness, speed of response, and completeness. Five (5) land law experts chose twenty (20) test questions used to assess the system’s competency. Conclusion made by the experts based on the results is PHILEX, being the system for giving answers to user’s questions pertaining to Philipine land laws, is acceptable as a reliable source of knowledge and guidance without intending to replace the professional practitioners. The system got an overall percentage in terms of accuracy, a 75%, specificity with the percentage rate of 55% and sensitivity with 80.8%. Summing up the scores in terms of user-friendliness, speed of response, and completeness resulted to an overall weighted mean of 4.36, 4.32, and 4.16 respectively, interprets that the system as an acceptable tool for land law consulations. In the future, the authors would like to extend their work and knowledge by making the system possible to access by everyone through web or what we called â€Å"web-base application†.