Title :
Natural language processing in systems with computer-aided knowledge testing
Author :
Miroshnichenko, Eugene A. ; Korshunov, Pavel F.
Author_Institution :
Tomsk Polytech. Univ., Russia
Abstract :
In the sphere of distant learning computer-aided knowledge testing (CAKT) is widely used. The state of affairs in the field of CAKT systems is analyzed in the report. It is shown that widespread "elective" tests have a number of essential disadvantages. The authors offer the approach permitting to use natural language processing as one of the major CAKT components. The main idea of the approach consists in high-tech matching a student\´s answer with the answer template given by the instructor. In addition, text information obtained from electronic textbooks and books on the course and transformed into a semantic network can be used when evaluating. Necessary methods and algorithms were designed. The authors also offered software implementing the methods developed. This software as a subsystem can be built into the electronic textbooks, electronic courses and other CAKT systems. The results obtained allow to believe in the appropriateness of the approach for actual usage
Keywords :
computer aided instruction; distance learning; natural language interfaces; semantic networks; CAKT systems; computer aided instruction; computer-aided knowledge testing; distance learning; electronic courses; electronic textbooks; natural language processing; semantic network; text information; Algorithm design and analysis; Automatic testing; Books; Humans; Natural language processing; Natural languages; System testing; Text processing;
Conference_Titel :
Modern Techniques and Technology, 2001. MTT 2001. Proceedings of the 7th International Scientific and Practical Conference of Students, Post-graduates and Young Scientists
Conference_Location :
Tomsk
Print_ISBN :
0-7803-6346-9
DOI :
10.1109/MTT.2001.983793