Ontology based Automatic Module Generation from E-book

نویسندگان

  • A. Conde
  • M. Larran ̃aga
  • I. Calvo
  • J. A. Elorriaga
  • M. T. Pazienza
  • D. Chen
  • A. D. Lambert
چکیده

Technology Supported learning Systems have proved to be helpful in many learning situations. These systems require an appropriate representation of the knowledge to be learned, the Domain Module. The authoring of the Domain Module is cost and labor intensive. A novel DOM-Sortze is a system that uses natural language processing techniques, heuristic reasoning, and ontology for the semiautomatic construction of the Domain Module from electronic textbooks. To determine how it might help in the Domain Module authoring process, it has been tested with an electronic textbook. Its work presents novel DOM-Sortze and describes the experiment carried out. Novel DOM-Sortze comprises improving the generation of the LDO. It is planned to enhance the grammar for identifying pedagogical relationships. Novel DOM-Sortze is currently able to process images in the electronic document, it only considers their position in the text, and not where the image is referenced. Novel DOM-Sortze is being enhanced to support multilingual Domain Module generation. The LDO ontology supports the multilingual representation of the domain topics, and machine translation might be used to get approximate translations of the gathered LOs, used for searching and retrieving from the LOR or web pages.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Automatic Workflow Generation and Modification by Enterprise Ontologies and Documents

This article presents a novel method and development paradigm that proposes a general template for an enterprise information structure and allows for the automatic generation and modification of enterprise workflows. This dynamically integrated workflow development approach utilises a conceptual ontology of domain processes and tasks, enterprise charts, and enterprise entities. It also suggests...

متن کامل

Automatic Workflow Generation and Modification by Enterprise Ontologies and Documents

This article presents a novel method and development paradigm that proposes a general template for an enterprise information structure and allows for the automatic generation and modification of enterprise workflows. This dynamically integrated workflow development approach utilises a conceptual ontology of domain processes and tasks, enterprise charts, and enterprise entities. It also suggests...

متن کامل

Automatic Hashtag Recommendation in Social Networking and Microblogging Platforms Using a Knowledge-Intensive Content-based Approach

In social networking/microblogging environments, #tag is often used for categorizing messages and marking their key points. Also, since some social networks such as twitter apply restrictions on the number of characters in messages, #tags can serve as a useful tool for helping users express their messages. In this paper, a new knowledge-intensive content-based #tag recommendation system is intr...

متن کامل

OntoEdu: A Case Study of Ontology-based Education Grid System for E-Learning

Based on several new technologies, such as ubiquitous computing, ontology engineering, semantic web and grid computing, this paper proposes a kind of flexible educational platform architecture for e-learning, which is called OntoEdu. It is composed of five parts: user adaptation, automatic composition, education ontology, service module and content module, among which educational ontology is th...

متن کامل

Enhancing ITS building process with semi-automatic domain acquisition using ontologies and NLP techniques

In this paper, a proposal for automating the acquisition of the domain for the ITSs is presented. Natural Language Processing (NLP) techniques will be used to gather from books and electronic material the Domain Module Structure in a semi-automatic way and to build the ontology that describes it. Main domain topics and relationships among topics will be identified using NLP techniques. On the o...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016