Philippine Land Law Expert Chatbot Essay

The researchers tend to work on an expert arrangement with integration of Philippine region laws. They chose to focus on defeat laws since one of the major problems of the Filipinos who set about law experts advice are due to land. The researchers deliberates the thinkable ways on how can they share knowledge and guidance that works like a certain 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 umpteen 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 entit led, PHILEX Philipine Land Law Expert Chatbot focuse on providing answers to the users questions. Such users who are in need of information, assistance and knowledge and those who seek guidance in regards to any Philippine land law or land rights can benefit from the give tongue to expert system but must always know that the researchers do not intend to diversify 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 systems capability of answering the users questions relying from correct result (true affirmatory or tp), missing result (false ostracise 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 systems user-friendliness, speed of response, and co mpleteness. Five (5) land law experts chose twenty (20) test questions used to assess the systems competency.Conclusion made by the experts based on the results is PHILEX, being the system for giving answers to users 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 division in terms of accuracy, a 75%, specificity with the percentage rate of 55% and sensitivity with 80.8%. Summing up the gain 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 joyride 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 web-base application.