ACL RD-TEC 1.0 Summarization of W04-1706
Paper Title:
E-ASSESSMENT USING LATENT SEMANTIC ANALYSIS IN THE COMPUTER SCIENCE DOMAIN: A PILOT STUDY
E-ASSESSMENT USING LATENT SEMANTIC ANALYSIS IN THE COMPUTER SCIENCE DOMAIN: A PILOT STUDY
Authors: Pete Thomas and Debra Haley and Anne deRoeck and Marian Petre
Primarily assigned technology terms:
- computer science
- computing
- decomposition
- dimension reduction
- e-learning
- essay assessor
- essay grading
- factor analysis
- indexing
- information retrieval
- information retrieval technique
- inner product
- intelligent essay assessor
- language processing
- latent semantic analysis
- latent semantic indexing
- learner
- learning
- learning process
- log-entropy weighting
- natural language processing
- nlp
- pre-processing
- processing
- retrieval technique
- retrieving
- sampling
- select-a-kibitzer
- semantic analysis
- semantic indexing
- singular value decomposition
- statistical test
- summative assessment
- term weighting
- terminology
- weighting
Other assigned terms:
- case
- co-occurrences
- community
- composition
- concept
- corpora
- corpus size
- correlation
- cosine measure
- cosine similarity
- cosine similarity measure
- document
- document frequency
- entropy
- essay
- euclidean distance
- evaluations
- fact
- heuristic
- information retrieval community
- inverse document frequency
- knowledge
- large corpora
- large corpus
- latent semantic
- lsa research
- meaning
- meanings
- measure
- measures
- method
- natural language
- noise
- opinion
- paragraph
- phrase
- precision
- process
- punctuation
- query
- semantic
- semantic relationships
- sentence
- similarity measure
- similarity measures
- size of the corpus
- synonym
- synonyms
- technical domain
- technical terms
- technique
- technologies
- term
- term frequency
- terms
- text
- textbook
- theory
- training
- training corpus
- training documents
- transitivity
- tutoring
- vocabulary
- weighting scheme
- word
- words
