- Topic Modeling
- Advanced Text Analysis Techniques
- Semantic Web and Ontologies
- Natural Language Processing Techniques
- Service-Oriented Architecture and Web Services
- Text and Document Classification Technologies
- Sentiment Analysis and Opinion Mining
- Web Data Mining and Analysis
- Biomedical Text Mining and Ontologies
- Data Quality and Management
- Educational Methods and Technology
- Image Processing and 3D Reconstruction
- Information Retrieval and Data Mining
- Education and Islamic Studies
- Digital Accessibility for Disabilities
- Higher Education and Employability
- STEM Education
- Language and cultural evolution
- Intelligent Tutoring Systems and Adaptive Learning
- Usability and User Interface Design
- Spam and Phishing Detection
- Persona Design and Applications
- Evaluation of Teaching Practices
- Blockchain Technology Applications and Security
- Online and Blended Learning
National University of Malaysia
2016-2025
University of Technology Malaysia
2008-2010
Knowledge management (KM) comprises several processes, and one of the most important is knowledge sharing activities. The ability an organization to manage its organizational knowledge, specifically in context sharing, may enhance organization's overall performance. Various approaches technologies have been introduced assist process achieving that target. Ontology as representation methods has becoming popular organization. Previous reviews mainly focused on general KM issues, with little...
Our study focuses on Traditional Chinese Medical (TCM) named entity recognition (NER), which involves identifying and extracting specific names from TCM record. This task has significant implications for doctors researchers, as it enables the automated identification of relevant terms, ultimately enhancing research efficiency accuracy. However, current Bidirectional Encoder Representations Transformers-Long Short Term Memory-Conditional Random Fields (BERT-LSTM-CRF) model NER is constrained...
Abstract One of the needs in adopting a crowdsourcing approach software requirement system (SRS) is to be able perform text analytics gain insight or knowledge from crowd’s feedback. expected analytic tasks analyzing feedback automatically; such as, whether concerns about functional (FR) and non-functional requirements (NFR). To automatically do FR NFR identification, one can treat problem as classification task. Performing automatic identification requires features (word representation)...
During the previous years, there has been a growing concern on ontology due to its ability explicitly describe data semantics in common way, with independent source characteristics and provide schema that allows interchanging among heterogeneous information systems users. Several works have aimed improve technological aspects, like languages representation inference mechanisms, but less attention paid aspect of practical results application development method. In this paper we present...
Ontology is one of the essential topics in scope an important area current computer science and Semantic Web. Ontologies present well defined, straightforward standardized form repositories (vast reliable knowledge) where it can be interoperable machine understandable. There are many possible utilization ontologies from automatic annotation web resources to domain representation reasoning task. effective conceptualism used for semantic web. However there none research try construct ontology...
Ontology is one of the essential topics in scope an important area current computer science and Semantic Web. Ontologies present well defined, straightforward standardized form repositories (vast reliable knowledge) where it can be interoperable machine understandable. There are many possible utilization ontologies from automatic annotation web resources to domain representation reasoning task. effective conceptualism used for semantic web. However there none research try construct ontology...
Ontology is one of the essential topics in scope an important area current computer science and Semantic Web.Ontologies present well defined, straightforward standardized form repositories (vast reliable knowledge) where it can be interoperable machine understandable.There are many possible utilization ontologies from automatic annotation web resources to domain representation reasoning task.Ontology effective conceptualism used for semantic web.However there none research try construct...
Personalized E-learning topic has attracted the interest of many research studies in recent years. This paper provide a survey previous works done regarding personalized environment. Two main concepts will be discusses including approaches that have been used, learning styles identification techniques and methods involved as well its styles. The consist collaborative automatic while for style detection data-drive literature-based. Finally, from all study discussed, author aims to introduce...
The extraction of Quranic knowledge is a challenging task since the Quran different from human literature. unique arrangement its texts has made directly accessing meaning, which rich in linguistics and multi-layered meanings, difficult if done without use other resources such as Hadith. Hence, this paper describes first layer natural language pattern extracting English translation using processing techniques. Evaluation performed true positive, false positive negative metrics encouraging...
This paper describes ongoing work on the evaluation methods for extraction keyword and keyphrase candidate in order to develop an ontology Islamic Knowledge. Keyphrases provide semantic metadata that summarize, characterize documents topic search. The task of automatic also known as a collocation is select keywords or keyphrases from within text given document. Automatic makes it feasible generate huge number do not have manually assigned them. algorithm extracting Knowledge concept...
Ontology is one of the essential topics in scope an important area current computer science and semantic Web. Ontologies present well defined, straightforward standardized form repositories (vast reliable knowledge) where it can be interoperable machine understandable. There are many possible utilization ontologies from automatic annotation Web resources to domain representation reasoning task. effective conceptualism used for However there none research try construct ontology Islamic...
Since Braille became one of the most important ways for visually impaired to learn and obtain information, many kinds products were invented. Among these products, electronic panels are among popular ones. It is a device, typically attachable computer that allows blind person read contents display text line at time in form characters. In this paper, proposed system architecture panel reciting Holy AL-Quran presented. The includes several modules storage database which contain all verses ayah...
In this paper, we present our early stage on developing Ontology for Quranic translation English Text using ontology learning techniques. For stage, are focusing the Solat subject. We explain requirement to create based understanding of text. At same time discuss creation gold standard in order evaluate finding pattern
In this paper a stemming algorithm for morphological analysis less popular or minor language like Pashto is presented. Pashto, as language, lacks the resources and tools that can be applied in different applications such document indexing, clustering, processing, text analysis, database search systems, information retrieval, linguistic applications, so forth. The review of literature shows only very few studies have been conducted on has not yet fully analyzed. addition, no proposed...
Social network has become one of the themes government issues, mainly dealing with chaos. The use web is steadily gaining ground in these issues. However, most documents are unstructured and lack semantic. In this paper we proposed an Information Retrieval driven method for heterogeneity features web. solution to compare some approaches have shown capacity extract social relation: strength relations based on online academic database.
This study presents a method to enable the visually impaired Muslim learn and read Al-Quran using Braille Display with software help. The system reads database which contains all verses of user will need select verse ayah read. Besides that, this can be used in class teach students Al-Quran. Every word or character typed by instructor main Panel transmitted sub that is connected Panel. selected also generate an index before being for people touch display. A friendly Graphical User Interface...