+- Free Academic Seminars And Projects Reports (https://easyreport.in)
+-- Forum: Project Ideas And Disscussion (https://easyreport.in/forumdisplay.php?fid=32)
+--- Forum: Engineering Project Ideas (https://easyreport.in/forumdisplay.php?fid=33)
+---- Forum: Computer Science Project Ideas (https://easyreport.in/forumdisplay.php?fid=36)
+---- Thread: sms based drug information answering machine (/showthread.php?tid=30827)
sms based drug information answering machine - tauseefmd - 08-17-2017
Abstract:
Developed a system for answering drug information related queries using machine learning based classification to classify the query into one of the pre-determined set of classes. The query is passed through various query preprocessing modules like Spelling Correction, Abbreviation Expander and Stemming following which it was passed through a Shallow Parser and enriched with WordNet synonyms and UMLS concepts for feature generation. After classification, answer is retrieved from a comprehensive database. Finally the system was successfully implemented for sending/ receiving natural language queries/ answers via SMS. Worked during Summers 08 on the project under SURA (Summer Undergraduate Research Activity). Implemented in Java.