Add to ORKGInternational audienceThis article presents Apex, a system that can automatically assess a student essay based on its content. It relies on Latent Semantic Analysis, a tool which represents the meaning of words as vectors in a high-dimensional space. By comparing an essay and the text of a given course on a semantic basis, our system can measure how well the essay matches the text. Various assessments are presented to the student regarding the topic, the outline and the coherence of the essay. Our experiments yield promising results
A full understanding of text is out of reach of current human language technology. However, a shallo...
Abstract. Many approaches have been proposed for providing feedback in academic writing, however, fe...
Latent Semantic Analysis, when used for automated essay grading, makes use of document word count ve...
International audienceThis article presents Apex, a system that can automatically assess a student e...
Latent semantic analysis (LSA) is an automated, statistical technique for comparing the semantic sim...
This article describes the use of latent semantic analysis (LSA), a machine-learning technique which...
International audienceCurrent web-based learning environments (such as WebCT or LearningSpace) are b...
We present a method for grading essays based on Latent Semantic Analysis (LSA), a corpus-based compu...
This paper provides a framework for optimally representing student written essays in a vector space,...
The role of assessment and evaluation has recently changed in a way which will have fundamental cons...
With the advancements in Artificial Intelligence (AI), ‘Automated Essay Scoring’ (AES) systems have ...
Abstract. Automated Assessment has a long tradition in technology-enhanced learning, however, in the...
Online Essay Evaluation Service includes a capability that labels sentences in student writing wit...
A full understanding of text is out of reach of current human language technology. However, a shallo...
The automated assessment of student's essays is regarded by many as the Holy Grail of computer ...
A full understanding of text is out of reach of current human language technology. However, a shallo...
Abstract. Many approaches have been proposed for providing feedback in academic writing, however, fe...
Latent Semantic Analysis, when used for automated essay grading, makes use of document word count ve...
International audienceThis article presents Apex, a system that can automatically assess a student e...
Latent semantic analysis (LSA) is an automated, statistical technique for comparing the semantic sim...
This article describes the use of latent semantic analysis (LSA), a machine-learning technique which...
International audienceCurrent web-based learning environments (such as WebCT or LearningSpace) are b...
We present a method for grading essays based on Latent Semantic Analysis (LSA), a corpus-based compu...
This paper provides a framework for optimally representing student written essays in a vector space,...
The role of assessment and evaluation has recently changed in a way which will have fundamental cons...
With the advancements in Artificial Intelligence (AI), ‘Automated Essay Scoring’ (AES) systems have ...
Abstract. Automated Assessment has a long tradition in technology-enhanced learning, however, in the...
Online Essay Evaluation Service includes a capability that labels sentences in student writing wit...
A full understanding of text is out of reach of current human language technology. However, a shallo...
The automated assessment of student's essays is regarded by many as the Holy Grail of computer ...
A full understanding of text is out of reach of current human language technology. However, a shallo...
Abstract. Many approaches have been proposed for providing feedback in academic writing, however, fe...
Latent Semantic Analysis, when used for automated essay grading, makes use of document word count ve...