'Philippine Land Law Expert Chatbot Essay\r'

'The researchers tend to work on an safe clay with integration of Philippine disembark righteousnesss. They chose to focus on country legal philosophys since one of the major(ip) problems of the Filipinos who explore law experts’ advice are due to land. The researchers deliberates the mathematical ways on how can they share acquaintance and pleader that works like a hearty lawyer advising a client but befuddle not taking an account to replace to seek a real land law experts guidance. Also, pose an expertise into a machine happens in some(prenominal) ways. So, the researchers find a way on constructing an expert agreement on Philippine land law using different techniques. In gravid rootage to the stated problem of the researchers, this study implements techniques such as Natural voice communication Processing (NLP) with sub-processes of Tokenizing, Part-of-Speech Tagging, and Parsing for input inductive reasoning and validation, as well as Natural Language Ge neration (NLG) for the construction of answer/s.\r\nThe developed system entitled, â€Å"PHILEX: Philipine Land Law Expert Chatbot” focuse on providing answers to the user’s questions. Such users who are in need of information, assistance and knowledge and those who seek pleader in regards to any Philippine land law or land rights can benefit from the say expert system but must everlastingly 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 tell the user’s questions relying from correct result (true official or tp), missing result (false negative of fn), unforeseen result (false positive of fp), and correct abscence of result (true negative or tn). This study also intends to i dentify the rating of the experts when it comes to system’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.\r\nConclusion 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 percent in terms of accuracy, a 75%, specificity with the component rate of 55% and sensitivity with 80.8%. Summing up the oodles in terms of user-friendliness, speed of response, and completeness resulted to an overall weight down mean of 4.36, 4.32, and 4.16 respectively, interprets that the system as an acceptable cats-paw for land law consulations. In the future, the authors would like to give way their work and knowledge by making the syst em possible to access by everyone through sack or what we called â€Å"web-base application”.\r\n'