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An Ontology Approach to Tourism Destinations in  Ethiopia (open access)

An Ontology Approach to Tourism Destinations in Ethiopia

Knowledge is awareness or familiarity gained by experiences of facts, data, and situations. Knowledge management includes techniques and processes to represent, store, search, integrate, and analyze knowledge that is available in digital form. Ontology is a formal explicit specification of a shared conceptualization of a domain of interest and it is a building block of the semantic web and formal description of knowledge. Ontologies capture the structure and knowledge about some domain of interest by describing the concepts in the domain and also the relationships that hold between those concepts. Even though Ethiopia has potential tourist destinations, the country is not benefited from its resources due to misperception about image of the country; lack of promoting the potential tourism resources of the country to the world; problems with sharing, searching and retrieval of tourist information. Thus, the country is forced to accept smaller number of tourists and not getting the benefits it deserves. The objective of this paper is to build ontology for Ethiopian Tourism so that it makes Ethiopian tourism destinations visible to international visitors. We use OWL language implemented in Protégé with other ontology development activities proposed in METHONTOLOGY to build Ethiopian tourism ontology. We also use OWL …
Date: December 2020
Creator: Hussen, Tijani; Beyene, Melkamu & Alemneh, Daniel Gelaw
Object Type: Paper
System: The UNT Digital Library
Speaker Independent, Continuous Speech Recognizer for  Kafi Noonoo, Afro-Asiatic Language in Ethiopia (open access)

Speaker Independent, Continuous Speech Recognizer for Kafi Noonoo, Afro-Asiatic Language in Ethiopia

This paper will report on a research to develop Speaker Independent, Continuous Speech Recognizer for Kafi Noonoo (Afro-Asiatic language that belongs to North Omotic sub family in Ethiopia) using Hidden Markov Modeling technique. The portable and open source toolkit called Hidden Markov Model (HMM) Toolkit is used to perform the experiment. The development of HMM based Automatic Speech Recognition (ASR) requires both text and speech corpus for training and testing the HMM. In order to have a model that incorporates different features of the language, we included the different dialects of Kafi Noonoo in the corpus and then prepared the training and test corpus from the scratch, and after preprocessing we have sampled and performed feature extraction using Mel Frequency Cepstral Coefficients (MFCC) feature extraction technique.
Date: December 2020
Creator: Asfaw, Zelalem & Alemneh, Daniel Gelaw
Object Type: Paper
System: The UNT Digital Library
Application of Big Data Analytics in Precision Medicine: Lesson for Ethiopia (open access)

Application of Big Data Analytics in Precision Medicine: Lesson for Ethiopia

Precision medicine is an emerging approach for disease treatment and prevention that considers individual variability in genes, environment, and lifestyle for each person. Big data analytics (BDA) using cutting-edge technologies helps to design models that can diagnose, treat and predict diseases. In Ethiopia, healthcare service delivery faces many challenges specifically in relation to prescribing the right medicine to the right patient at the right time. Thus, patients face challenges ranging from staying on treatment plans longer, and then leaving treatment, and finally dying of complications. Therefore, the aim of this paper is to explore the trends, challenges, and opportunities of applying BDA in precision medicine globally and take lessons for Ethiopia through a systematic literature review of 19 peer reviewed articles from five databases. The findings indicated that cancer in general, epilepsy, and systemic diseases altogether are areas currently getting big attention. The challenges are attributed to the nature of health data, failure in collaboration for data sharing, ethical and legal issues, interoperability of systems, poor knowledge skills and culture, and poor infrastructure. Development of modern technologies, experimental technologies and methods, cloud computing, Internet of Things, social networks and Ethiopia’s government initiative to promote private technological firms could be an …
Date: June 2022
Creator: Woldemariam, Misganaw Tadesse & Alemneh, Daniel Gelaw
Object Type: Text
System: The UNT Digital Library
Open Access Initiatives in Ethiopia's Higher Learning Institutions (open access)

Open Access Initiatives in Ethiopia's Higher Learning Institutions

Book chapter outlining the state of OA policies and practices in Ethiopia's higher learning institutions.
Date: April 2022
Creator: Beyene, Melkamu; Tekle, Solomon Mekonnen & Alemneh, Daniel Gelaw
Object Type: Book Chapter
System: The UNT Digital Library