Browsing Information Science by Title

Now showing items 1-20 of 37

APPLICATION OF MACHINE LEARNING TOOLS FOR PREDICTING DETERMINANT FACTORS

Assefa Chekole (2019-08-26)

Abstract:Machine learning is a technique of optimizing a performance criterion using example data and past experience. Data in machine learning plays a key role, and machine leaning tools are used to discover and learn ...
Cardiotocography based Fetus Health State Classification using Machine Learning

Balew, Gebretsadk (2024-02-12)

Fetus, Stillbirths, Cardiotocogram, Fetal health rate, Uterine contractions, Machine learning
Cardiovascular Disease Risk Prediction Using Machine Learning Techniques

Teshager, Hanna (2024-02-12)

The performance of the models were evaluated using a number of known standard evaluation metrics such as precision, recall, and f-measure. In particular, this research work shows that decision tree, naïve bayes, support ...
Collaborative Filtering-Based Recommender System for Ethiopian Tourism Sites

Assefa, Yibeltal; etal (2025-02-12)

Tourism is a significant source of income for countries and regions, and with the advancement of technology, everything is now interconnected, generating massive amounts of data. Recommender systems are one way to utilize ...
CROP SELECTION USING A HYBRID KNOWLEDGE-BASED SYSTEM THROUGH COLLABORATIVE RULE-BASED REASONING AND CASE-BASED REASONING By

Belete, Matias (2024-02-12)

Crop Selection, Machine Learning, Knowledge based system, Rule based reasoning, case based reasoning, NeuralProphet
Cultural Heritage Digitization: Challenges and Opportunities

Alehegn Adane Assefa Chekole Getachew Gedamu (2019-07-21)

The main purpose of this study was to identify the challenges and opportunities of cultural heritage digitization in Ethiopia. In order to conduct the study, structured questionnaire data collection technique was used, ...
Current Trends, Challenges and Opportunities of Selected Digital Libraries in Ethiopia

Getachew Gedamu Alehegn Adane Assefa Chekole (2018-04-12)

This study explores the current trends, challenges and opportunities of selected digital libraries in Ethiopia. A structured questionnaire was used to get pertinent data administered to library staffs and digital library ...
Design Amharic Text Sentiment Analysis Model Using Machine Learning Techniques. In Case of Restaurant Reviews

Gedif, Birku; Assefa, Yibeltal (2025-02-12)

Abstract—Sentiment analysis is a type of natural language processing for tracking the attitude of the public about a particular product, service or topic. It is also highly challenging as natural language processing ...
Detecting Amharic Hate Speech Meme Using Deep Learning

Demeke, Samson (2024-02-12)

Amharic hate speech detection, meme, hate speech, deep learning, hyperparameter tuning
Detection of Malaria Parasite Using Deep Learning

Tafere, Betha (2024-12-25)

Classification, Deep Learning, Malaria, Transfer Learning, hyper tuning parameters
Distance Education and Its Future: An Ethiopian Experience

Theodros Alemu Tiruneh, V. Rama Devi (2020-02-26)

Distance Education plays an important role in the educational system. With the application of modern technology, its responsibility lies equivalent to the Conventional educational system. In this paper an attempt has ...
Electronic Library Management: An Ethiopian Scenario

V. Rama Devi (2020-02-26)

This paper discusses about “Electronic library Management: an Ethiopian Scenario”. Our main concentration is on University of Gondar, Library and Documentation Services at Thewodros Campus. The service of University ...
EVALUATING THE CONTRIBUTION OF INFORMATION SCIENCE PROFESSIONAL IN DIGITAL ERA

Rama Devi, Gizealew Alazie, Sisay Ebaby (2020-02-26)

We are living in the information age. Information is the basic requirement for every human activity and it is important as food, air and water. Information in itself has no value, but its value lies in its communication ...
EXPLORE THE IMPACT OF DIGITAL LITERACY FOR LIFELONG LEARNING

Gizealew Alazie, Rama Devi, Sisay Ebaby (2020-01-26)

Abstract The role of digital and media literacy in 21st century education is an unquestionable one. The major trends sweeping the world today starting with the exponential growth of information and communication ...
Hierarchical development of Library and Information Science Education in Ethiopia

V. Rama Devi , Demeke Alene (2020-02-26)

This paper attempts to provide a brief description of the history of Ethiopia, its language, script and libraries during the past 2000 years. Only church and monastery libraries and some personal royal collections were ...
IDENTIFYING DETERMINANT FACTORS FOR PRACTICUM COURSE GRADE INFLATION USING ASSOCIATION RULE MINING

Abebe, Tilahun (2024-08)

Teaching practice is a vital component of pre-service teacher education, designed to bridge the gap between theoretical knowledge and its practical application in educational settings. This supervised experience fosters ...
Identifying Risk Factors and Predicting Food Security Status Using Supervised Machine Learning Techniques

ALELIGN, MELAKU (2024-02-12)

The findings of this study show that the most risk factors and the best appropriate supervised machine learning algorithm for predicting the food security status of the household heads identified. Risk factors became ...
Image-based Brain tumor segmentation and classification using Deep Learning

SIMENEH, ADDISU (2024-02-07)

Brain is the most essential organs, which controls a number of complex functions in the human body. However, brain tumor is the abnormal growth of cells within the brain that affects humans badly. It is currently one of ...
Impact of Icts on Higher Educational and ODL Institutions: an Ethiopian Study

V. Rama Devi, DemekeAlene (2020-02-26)

There has been an unprecedented growth in Open Distance Learning in the past decade throughout the world. Distance Education has gained popularity spreading education not only to those who are deprived of opportunities ...
Learners Support Services in Ethiopia: A Case Study of University of Gondar, Ethiopia

Dr. V. Rama Devi (2020-02-26)

Abstract: Discussing about general educational system, distance education system and how to provide support services to the learners. Taken case study of University of Gondar Library System, Gondar, Ethiopia. The organizational ...

Now showing items 1-20 of 37

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