Information Sciences: Recent submissions

Now showing items 1-20 of 40

ONTOLOGY ENABLED CASE BASED REASONING FOR NEONATAL DISEASE DIAGNOSIS

Demeshi Ketema Asfawa; Dr. Million Meshesha; Mr. Jemal Abate (Haramaya University, 2024-06)

iseases that attack newborn babies within the first 28 days of their lives are referred to as neonatal diseases. It is still a major health issue today because today’s medical diagnosis depends on an understanding of ...
DEVELOPING HEALTH INFORMATION LITERACY FRAMEWORK FOR PREGNANT WOMEN, IN THE CASE OF PUBLIC HOSPITALS IN EASTERN ETHIOPIA

Gadisa Abeshu; Gadisa Abeshu Dugasa (Haramaya University, 2023-12)

This research aimed to develop a Health Information Literacy (HIL) framework specifically tailored for pregnant women in Eastern Ethiopia. Pregnant women require HIL to make informed decisions about their health, ...
A CASE BASED SYSTEM FOR SUPPORTING COURT DECISION MAKING: IN THE CASE OF ETHIOPIA

MURAD YUSUF MOHAMMED; Million Meshesha (PhD); Mr. Jemal Abate (MSc) (Haramaya University, 2023-03)

Case based reasoning is a computer technique that combines the philosophy of knowledge-based support with the simulation of human reasoning using experience. It focuses on using explicit and documented experience to ...
SEVERITY CLASSIFICATION OF YELLOW RUST DISEASE AND TREATMENT RECOMMENDATION FROM WHEAT IMAGES USING DEEP LEARNING TECHNIQUES

Jibril Muhammadnur; Dr. Million Meshesha (PhD); Mr. Jemal Abate (MSc) (Haramaya University, 2024-02)

Wheat yellow rust is the most prevalent and severe wheat fungal disease caused by Puccinia striiformis f. sp. tritici, a pathogen that causes significant losses in wheat production globally because of its highly destructive ...
SENTIMENT ANALYSIS OF AMHARIC POLITICAL TEXT USING DEEP LEARNING APPROACH

FIKERTE ALEMAYEHU (Haramaya University, 2022-03)

Due to the political situation in Ethiopia people are using social media to interact and express their opinions online. The production of a vast number of user-generated comments is analyzed using sentimental analysis. For ...
DEVELOPING A BILINGUAL SELF-LEARNING MEDICAL KNOWLEDGE BASED SYSTEM FOR DIAGONOSES, AND TREATMENT OF MALNUTRITION CAUSED DISEASES FOR CHILDREN

Hailu, Brhanu(MSc); Meshesha, Million(PhD); Mohamed, Tariku (Ass.Prof) (2022-01)

Malnutrition is unbalanced intake of foods which causes kwashiorkor, marasmus and diarrhea in children under 5 years old. Kwashiorkor and marasmus have almost similar infection in children, while kwashiorkor is deficiency ...
DETERMINING THE IMPACT OF A COURSE ON STUDENTS’ GRADE POINT AVERAGE USING EDUCATIONAL DATAMINING TECHNIQUES

Kefyalew, Tigist; Meshesha, Dr. Million (Haramaya university, 2021-06)

Nowadays, educational sectors are becoming the first place that generate massive data. As educational data is increased, an appropriate data analysis will be mandatory in order to predict the status of education in the ...
DETERMINANTS OF KNOWLEDGE SHARING BEHAVIOR IN HIGHER EDUCATION INSTITUTION: CASE STUDY OF ASSOSA UNIVERSITY ACADEMIC STAFF, ETHIOPIA

Mulu, Yohannes; Kadir Khan, (PhD) Abdul (Haramaya university, 2015-06)

Knowledge is the most important strategic resource in organizations, and its management is critical to organizational success. Knowledge sharing behavior is a social interaction culture, involving the exchange of employee ...
ASSESSMENT AND DEVELOPMENT OF KNOWLEDGE MANAGEMENT FRAMEWORK FOR KNOWLEDGE SHARING IN HIWOT FANA SPECIALIZED UNIVERSITY HOSPITAL IN ETHIOPIA

Mamo, Endris; Abraham Gojeh, (PhD) Lawrence; Jimma, (PhD) Worku (Haramaya university, 2019-08)

Knowledge is considered as a prime asset of organizations, especially in knowledge intensive organizations like, health sector. However, the practices and implementation of knowledge sharing practices is still low in ...
QUERY-BASED AMHARIC LEGAL DOCUMENT SUMMARIZATION

Wolde, Sifrayenesh; Meshesha, Dr. Million; Delessa, MSc Tamrat (Haramaya university, 2020-12)

Automatic text summarization is a natural language processing application that proposes the extraction of salient information from a source document to produce a condensed version for a particular user. Due to the increasing ...
ENHANCING EFFECTIVENESS OF AFAAN OROMO INFORMATION RETRIEVAL USING LATENT SEMANTIC INDEXING AND DOCUMENT CLUSTERING BASED SEARCHING

Bogale, Belete (Haramaya university, 2020-09)

This research work comes up with Latent Semantic Indexing and Document Clustering based searching for Afaan Oromo documents. It intends to apply LSI and K-means clustering to handle the semantic structure of words in ...
DETERMINANTS OF RURAL HOUSEHOLDS’ POVERTY WITH SELECTED LINK FUNCTIONS: THE CASE OF SORO DISTRICT, HADIYA ZONE, SNNPR, ETHIOPIA

denano, Tesfaye; Kedir, Adem Major Advisor (PhD); haji, Jema Co- Advisor (PhD) (Haramaya university, 2016-11)

Poverty is a general feature in Ethiopia causing many sufferings to the largest proportion of the population. This study assessed the determinants of rural household poverty in five selected kebeles in Soro district by ...
FORECASTING THE VOLATILITY OF ETHIOPIAN BIRR/ EURO EXCHANGE RATE USING GARCH-TYPE MODELS

daba, Desa; girma, Sourafel Major Advisor (Prof.); legesse, Belaineh Co- Advisor (PhD) (Haramaya university, 2016-11)

This thesis provides a robust analysis of volatility forecasting of Euro-ETB exchange rate using weekly data spanning the period January 3, 2000 to December 2, 2015.The forecasting performance of various GARCH-type models ...
DETERMINANTS OF HOUSEHOLD INCOME WITH SPECIAL EMPHASIS TO RURAL WOMEN’S TIME USE: CASE STUDY OF DERA AND HARAMAYA DISTRICTS, OROMIA REGIONAL STATE, ETHIOPIA

gebeyehu, Dereje; Kedir, Adem Major Advisor (PhD); tegenge, Bosena Co- Advisor (PhD) (Haramaya university, 2016-11)

This study was aimed to investigate the determinants of household income with special emphasis to rural women’s time use. Multistage stratified random sampling technique was used to select a sample of 234 rural farmer ...
STATISTICAL ANALYSIS OF DETERMINANTS OF CROP PRODUCTIVITY AND HOUSEHOLD POVERTY: THE CASE OF MENZ KEYA GEBRIEL DISTRICT, ETHIOPIA

kassa, Cherie; Kedir, Adem Major Advisor (PhD); ketema, Mengistu Co Advisor (PhD) (Haramaya university, 2016-11)

In Ethiopia, agricultural productivity in general and crop productivity in particular is low and has been a critical problem. The study was intended to assess determinants of crop productivity, TE and household poverty ...
FACTOTS AFFECTING ACCESS AND UTILIZATION OF INFORMATION COMMUNICATION TECHNOLOGIES AMONG HEALTH WORKERS: THE CASE OF WEST ARSI ZONE GOVERNMENT HEALTH INSTITUTIONS, OROMIA, ETHIOPIA

wayou buta, Mohammed; Kedir, Adem Major Advisor (PhD); mamo, Yared Major Advisor (PhD) (Haramaya university, 2016-03)

For proper diagnosis, prevention and treatment of diseases up to dated and timely information is prerequisite to the success of health workers (Afolayan and Oyekunle, 2014). Besides, Healthcare is an information intensive ...
CONSTRAINTS IN THE USE OF ICT IN TEACHING-LEARNING PROCESSES: THE CASE OF HADIYA ZONE WEST BADEWACHO WOREDA HIGH SCHOOLS

mohammed dadebo, Mesfin; D. Cerna, Patrick Major Advisor (PhD) (Haramaya university, 2016-08)

We are living in the technological environments and hardly every aspect of human Endeavour can be effectively carried on without ICTs as well as education. ICTs are now at the center of education reform in this 21st ...
DESIGN AND DEVELOPMENT OF HADIYYISA TEXT RETRIEVAL SYSTEM

woldeyohanes tumebo, Dinknesh; beshah, Tibebe Major Advisor (PhD) (Haramaya university, 2016-10)

The development of language is very linked with development of technology. So, Information Retrieval (IR) is not being optional technology, it is something that is very important to everybody and mandatory to use. In ...
ROLE OF INFORMATION AND COMMUNICATION TECHNOLOGIES FOR THE GROWTH OF SMALL ENTERPRISES IN ETHIOPIA: THE CASE OF AWI ZONE, AMHARA REGION, ETHIOPIA

shibabaw, Demissew; mamo, Yared Major Advisor (PhD); Shiferaw, Tilahun Mr (Haramaya university, 2016-08)

Despite the growth of ICT adoption worldwide, Ethiopian small enterprises continue to conduct most of their business communications using traditional methods. The general objective of the study was to identify the roles ...
INFORMATION LITERACY SKILLS AMONG POSTGRADUATE STUDENTS AT HARAMAYA UNIVERSITY, ETHIOPIA

samalla kukem, Daniel samalla kukem; mamo, Yared Major Advisor (PhD) (Haramaya university, 2016-10)

Due to the increase of information resources in multiple formats the need for information literacy skills among postgraduate (PG) students has become a necessary pre-requisite for effective utilization of Information ...

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