Mapping of COs to POs using NLP

In the context of educational programs, aligning course outcomes with program outcomes is crucial for ensuring the attainment of educational objectives. This study presents a methodology for mapping course outcomes to program outcomes using Natural Language Processing (NLP) technique. The proposed NLP approach utilizes computational methods like Cosine similarity to calculate the similarity between outcomes based on their semantic content. Cosine similarity is employed as a measure of textual similarity, considering the vector representation of outcomes. By comparing the results with the manual approach, this work proves the efficiency of NLP technique in automating the mapping process. The findings of this research contribute to the field of education by offering a quantitative evaluation of the NLPbased approach for mapping course outcomes to program outcomes.