Afan oromo research paper. (Paper) ISSN 2225-0964 (Online) Vol.
Afan oromo research paper The word ‘Oromo’ refers to both the People of Oromo and their language. The contents for Afan Oromo are gathered from the Afan Oromo educational books, Afan Oromo bible, magazines like Kallacha Oromiyaa and Bariisaa. The system is designed based on a dictionary look-up with morphological analysis (i. Afaan Oromo personal pronouns 32 6. org A rule-based Afan Oromo Grammar Checker Debela Tesfaye Information Technology,Jimma Institute of Technology Jimma, Ethiopia Abstract — Natural language processing (NLP) is a subfield of computer science, with strong connections to artificial intelligence. To accomplish this research, we prepared a dataset of 14,077 label data to train and test our model. In Afan Oromo, we use double vowels for Dec 21, 2023 · PDF | On Dec 21, 2023, Kedir Lemma Arega and others published Machine Learning Based Detection of Fake Facebook Profiles in Afan Oromo Language | Find, read and cite all the research you need on In this paper, we present a review of techniques, current trends and challenges in NLP application to Afan Oromo. Oct 1, 2013 · Having this, the major objective of this research is to survey the research terms used in doing both action and basic research in Afan Oromo in Jimma, Haramaya, and Addis Ababa universities based Amharic and[15,18] for Afaan Oromoo. The review of relevant This paper presents unsupervised topic model that performs document clustering for Afaan Oromo documents that learns a mixture of latent topic in probability distribution representation over Matakal Wambara, majority speaks Afan Oromo and yet they were not given a chance to teach their children in their mother tongue (Afan Oromo). E-mail: amanuel. Received 17 December, 2014; Accepted 21 July, 2015 Sep 30, 2012 · The purpose of this paper was to investigate Jimma town’s linguistic landscape inscribers’ attitude for Afan Oromo (Oromo Language) and its effects on Afan Oromo writings in Linguistic higher and lower levels. Keywords : Sentiment Dictionaries, Opinions, Sentiments, Sentiment Mining From Opinionated Afan Oromo Texts, Polarity Classification. These are: first they use term frequency and position methods without Afaan Oromoo stemmer and language- The paper presents a critical review of the previous research on dialects of Oromo and tries to identify the focus of the future research in order to explore various aspects of the dialects which are least or not studied. Full Length Research Paper An Investigation into the Manifestation of Oromo Culture in Folklore: Focus on the Oromo Cultural Elements Reflected in Some Selected Afan Oromo Proverbs (Mammaaksa 3 Afaan Oromo Corpus Creation and Annotation The Afaan Oromo Text dataset for Afaan Oromo hate speech detection (AHSD), which is the main focus of analysis in this paper, is retrieved from comments and posts published in Facebook and Twitter from January 2019 to June 2019 by the authors of this paper. Accepted 6 May, 2013 Afan Oromo. Prepositions in Afaan Oromo 34 8. Afaan Oromo texts are collected from BBC Afaan Oromo and Afaan Oromo Holy Bible to evaluate the performance of this model. O. The second task is the simplification of compound sentences into simple and self contained sentences by preserving the meaning of the original meaning as much as possible. Aug 1, 2011 · In this paper a rule based grammar checker is presented. Introduction he developed system was only useful for disable peoples who have lack of ingers to typing and other problems at their hands. So fake news can be easily subject to the spark of violence like race, culture, religion, and language by which peoples identify themselves. 3, pp. To establish Afan Oromo as the language of scripture and literacy, they undertook multiple attempts. edu is a platform for academics to share research papers. According to the Ethiopia Population Census Commission 2007 the total population of Oromo People which use AO language is 34. After training and Afan Oromo uses the Latin script instead of the Amharic letters based on linguistic, pedagogical, and practical issues reasons (Tilahun, 1992). This study proposes character level multiscale sentiment analysis for Afaan Oromoo using combined Convolutional Neural Network and Bidirectional Long Short-Term Memory (CNN-Bi-LSTM) approach. This research paper describes the Mar 25, 2023 · PDF | This survey delves into the current state of natural language processing (NLP) for four Ethiopian languages: Amharic, Afaan Oromo, Tigrinya, and | Find, read and cite all the research you Full Length Research Paper Comparative analyses of linguistic sexism in Afan Oromo, Amharic, and Gamo Amanuel Raga College of Social Sciences and Humanities, Jimma University, P. This study is attempted for single label nonfiction text categorization (not multi-label text categorization) in Afan Oromo language. May 1, 2023 · Rule Based Afan Oromo Spell Checker is supposed to solve it. This goal has the following specific objectives: 1. Wolff (2012) also produced a lecture on title “The Status, Prospects and Problems of Afan Oromo in Present-Day Ethiopia” at ASTU. 3. Oct 1, 2022 · The paper [1 0], conducted on Afaan Oromo fake news detection system; involves preprocessing like tokenization, normalization, stop word removing and Although curriculum are designed by experts, some reference are written by linguists, there are some gaps in the standard of the scientific analysis (theory generation) of the language. Providing points why diacritics /'/ should be reconsidered to be used as ‘Qubee hudhaa’ in Afan Oromo. This paper proposed the development of a text-to-speech synthesizer for Afan Oromo (Oromo Language), using unit selection speech synthesizer Jun 1, 2021 · Afan Oromo- the language of the Oromo- is also known as Oromo. Grammar checker determines Historical Research Letter www. Academia. Jan 1, 2016 · PDF | On Jan 1, 2016, Wondimu Tegegne published Arts and Design Studies Thematic Analysis of an Afan Oromo Song Entitled "Fayaa Moo" | Find, read and cite all the research you need on ResearchGate American Journal of Computer Science and Engineering Survey = =Article Research Investigating Afan Oromo Language Structure and Developing Effective File Editing Tool as Plug-in into Ms Word to Support Text Entry and Input Methods WORKINEH TESEMA1* AND DURESA TAMIRAT2 1 2 Department of Information Science Jimma University, Jimma, Ethiopia The purpose of this research was to investigate and explain how the grammatical structure of Afan Oromo reveals social gender bias ideology. INTRODUCTION Language is a means of communication and a symbol of national identity [1]. e. For the theoretical and analytical purposes, the system and implement extractive and abstractive Afan Oromo proclamation text summarization to come up with effective and efficient summarization type as well as to evaluate the extent of the fitness of the algorithms. Specifically, the article contains five major system for Afaan Oromo. Exploring Afan Oromo Dialectal Variation in Language Teaching and Learning: A Linguistic Anthropological Study at Two Tertiary Institutions in Jimma May 30, 2020 · N. Below are some of the examples: 6 Research on Humanities and Social Sciences ISSN (Paper)2224-5766 ISSN (Online)2225-0484 (Online) Vol. For the theoretical and analytical purposes, the paper 2. ), for allowing me the opportunity to do research and providing invaluable guidance throughout this research. The ultimate aim of this work is to develop amodel that identifies the senses of the words. This study intends to investigate the status of research terms used in Afan Oromo in terms of their standardized level. Accepted 6 May, 2013 This paper presents the sense clustering of multi-sense words in Afan Oromo. It has 33 characters (letters) and writing using the language (Afan Oromo) requires knowing how these characters can be used (spelled). In this paper, we present a review of techniques, current trends and challenges in NLP application to Afan Oromo. The checker is evaluated and shown a promising result. 107-120, 2018. The population of Oromo is more than 40 million in Ethiopia and 3rd largest single nationality group in Africa [2]. After learning Afan Oromo, they attempted to write it down and started instructing the others (Tolessa, 2019). From the researchers Jun 2, 2022 · This paper examines the viability of deep learning models for Afaan Oromo hate speech recognition. Jan 1, 2020 · In this paper, a misspelling detection and correction system was developed for Ethiopian languages (Amharic, Afan Oromo, Tigrinya, Hadiyyisa, Kambatissa, and Awngi). Jan 1, 2016 · This article attempted to explore the development of written Afan Oromo and the appropriateness of Qubee, Latin script for Afan Oromo writing. D. which has significant research and application value. As far as we know no more work is done before on this area in Afan Oromo and the first work done in Ethiopian languages is [14] that is in Amharic language. Keywords: afaan oromo, imitative root, mother language, root system, root creation, sign, sound, symbolic root, 5s acquisition Both the interview and questionnaire data confirms that using Afan Oromo in EFL classes is beneficial and should be used to explain new vocabulary items, to explain new concepts, help learners feel more comfortable/ confident, to give instructions and to raise students’ awareness of the differences and similarities between Afan-Oromo and Jun 21, 2022 · In Afaan Oromo research such as senti- This survey paper aims to provide a comprehensive overview of the existing research on hate speech detection using machine learning. The proposed system was evaluated with testing wordlist and has been experimentally shown that it improves the performance of state-of-the-art methods for the language. Accepted 28 March, 2012 Jul 1, 2020 · The main purpose of the study was to investigate practices, challenges and opportunities of using Afan Oromo as a medium of instruction in upper primary schools of Berbere Woreda, Bale Zone, Oromia, and South East Ethiopia. Jan 1, 2021 · In this paper, we describe the design and implementation of a non-word Afaan Oromo spell checker. Abstract: This exploratory study focuses on the status of Afan Oromo as indigenous language program in three selected Ethiopian Higher Education Institutions. Dec 1, 2014 · In this paper, a misspelling detection and correction system was developed for Ethiopian languages (Amharic, Afan Oromo, Tigrinya, Hadiyyisa, Kambatissa, and Awngi). Further study using different approaches that extend this work are needed for a better performance. Generally, many studies on the language hardly fulfill the intensive and depth research on all aspects of Afan Oromo. Relevant research methods such as interviews, focused group discussion and document analysis were employed This paper proposed the development of a text-to-speech synthesizer for Afan Oromo (Oromo Language), using unit selec- tion speech synthesizer approaches. Keywords: Afan oromo; Word prediction; Word completion; Text production; Disable users undertaken to solve the disables problems by providing Afan Oromo word prediction and auto completion. org Social Media Fake Account Detection for Afan Oromo Language using Machine Learning Kedir Lemma Arega School of Technology and Informatics, Ambo University Abstract A social networking service serves as a platform to build social networks The first voluminous Advanced Comprehensive Afaan Oromo-English Dictionary in the history of Oromo Nation ALL THE ACCENTS & DIALECTS: From North (Raayaa, Wambaraa) to South (Boorana, Gabra, Or(o)ma) & East (Jaarsoo of Baarentuu bordering with Full Length Research Paper Survey of research terms used in Afan Oromo: With special reference to three universities in Ethiopia Tariku Sime*, Teshome Belayneh and Alemayehu Fekede Jimma University College of Social Sciences and Law, Department of Afan Oromo and Literature, Ethiopia. Bakala, "A two Steps approach for Afan Oromo nonfiction text categorization," International Journal of Scientific Research in Computer Science, Engineering and Information Technology, vol. The study aims at understanding the status of the program in line with major challenges and opportunities for development Afan Oromo. morphology Aug 2, 2019 · CFG rule used to represent the grammar of Afan Oromo sentences and simple automatic lexical generator is developed to generate the lexical rules from tagged sample corpus. different languages, but for Afaan Oromoo only a few works have been done. Keywords: Afan Oromo; Qubee; NLP; NLP Application; Linguistic Level 1. Mar 30, 2020 · Wiirtuu. Tel: +251 913 188268. 17632/hnvkvj589y. Mar 31, 2021 · Since there is no standardized and sufficient corpus prepared for Afaan Oromoo Natural Language Processing (NLP) task including sentiment analysis so far, we have collected data from two domain, Facebook and Twitter for the experiment. to communicate without harm. Written Afan Oromo uses Latin alphabet and, the letters in the alphabet are represented with ASCII-8 Jun 21, 2019 · The model deals with both intra-sentential and inter- sentential type of anaphors. According to Mekuria (1994) and Feyisa (1996), Afan Oromo is used by different nationalities such as Jan 31, 2022 · The article recommends Ethiopian government should make Afan Oromo additional federal working language as a part of responding to demands of Oromo people as well as a panacea for instabilities. Integrating spell checker into word processors reduces the amount of time and energy spent to find Spellchecking is the process of detecting and providing spelling suggestions for incorrectly spelled words in a text. The researchers recognized that from the total number of 43 terms included in this survey only the two terms mentioned above are used in Afan Oromo research works uniformly by the target population. Related research works problem, approach, result and gap 42 9. Based on quantitative and qualitative data collected from primary and secondary sources of the Macha dialect, the grammatical structure of Afan Oromo was analyzed in the light of the socio-cultural lives Mar 11, 2024 · With similar objective of transforming Afan Oromo Spoken words into its equivalent sequence of words, this study explored the possibility of developing Speaker Independent Spontaneous Speech considered. As the study showed, among the three languages, semantically Full Length Research Paper Linguistic landscape and language attitude: A case study on Jimma town’s linguistic landscape inscribers’ attitude for Afan Oromo Amanuel Raga College of Social Sciences and Law, Jimma University, P. Neural Networks and Back Propagation Algorithm Jan 2015 Oromo people are the native speaker of this language; they are largest ethnic group in Ethiopia. It is used by Oromo people, who are the largest ethnic group in Ethiopia, which amounts to 34. Prof. 5% of the total population of the country [2]. Girma, Birhanu Shimelis; Senbatu, Dereje Hinsermu (2022), “Afaan Oromoo Text-to-Speech Dataset”, Mendeley Data, V1, doi: 10. Afaan Oromo is purely natural nature based language. It is also spoken in multiple countries in Africa including Ethiopia, Kenya, Somalia, Sudan and Tanzania among others. Tis research aims to examine the feasi• bility of utilizing speech•based computer commands for International Journal of Research Studies in Science, Engineering and Technology Volume 7, Issue 7, 2020, PP 01-06 ISSN 2349-476X International Journal of Research Studies in Science, Engineering and Technology V7 I7 2020 1 Afaan Oromo Sentence Based Plagiarism Detection: A Semantic Similarity Approach The performance the system can be increased if stemming algorithm is improved, standard test corpus is used, and thesaurus is used to handle polysemy and synonymy words in the language. Topics research, afaan oromoo, oromo, riseerchi Collection opensource Language Oromo Item Size 4. I would like to express my deep and sincere gratitude to my research su-pervisor, Dr. In this research we presented hate speech detection for Afaan Oromo language to tackle hate speech on social media. Tis research aims to examine the feasibility of utilizing speech-based computer commands for controlling There is no complete work which provides a detailed computational analysis of roots of Afaan Oromo and this paper tries to do that. The data for this study were collected from native speakers through elicitation. 5, 2017 www. Toward this, the biggest dataset of hate speech was collected and annotated by the language experts. The similar contexts of a given senses of target Apr 27, 2021 · In this paper, we describe the design and implementation of a non-word Afaan Oromo spell checker. edu. Addis Ababa University School of Graduate Studies Faculty of Journalism and Communication a Study on Audience Satisfaction with Etv Afan Oromo Programs Dec 1, 2021 · This paper presents the sense clustering of multi-sense words in Afan Oromo. Hence, text processing application software‘s has spell checkers. 28, 2016 8 The Development of Written Afan Oromo and the Appropriateness of Qubee, Latin Script, for Afan Oromo It is the same for the teachers. 8, 2011 126 | P a g e www. Regarding the spelling errors that resulted from L1 interference, the findings revealed that students with Afan Oromo L1 often committed insertion, omission, and substitution errors. Dec 1, 2019 · This paper discusses the role of Oromo proverbs in conflict resolution and/or management as a peace-making verbal communication principle in the cultural context. : Introducing texts to word processing tools may result in spelling errors. After all, Afaan Oromo is one of the major African languages that is widely spoken and used in most parts of Ethiopia and some parts of other neighbor countries like Kenya and Somalia (Journal of Oromo studies, 1793). May 26, 2022 · This paper investigates Afan Oromo, the next popular language in Ethiopia and one of the cross-border languages in the African continent. org (Paper) ISSN 2225-0964 (Online) Vol. 121 Table 3. Conceptual Framework Apr 27, 2022 · In (2) Proposed Afan-Oromo named entity recognition using Bidirectional LSTM to classify into 7 different classes, they used 12,479 instances to recognize and classify. et. Based on the results, it was recommended that students should be taught correct pronunciation, basic spelling rules, and exceptions to English spelling rules. May 28, 2019 · Request PDF | On May 28, 2019, Hailu Beshada and others published Design and Development of Sentence Parser for Afan Oromo Language | Find, read and cite all the research you need on ResearchGate May 27, 2017 · This paper presents the sense clustering of multi-sense words in Afan Oromo. morphology Nov 21, 2023 · Naol, "A Two Steps Approach for Afan Oromo Non ction Text Categorization," IJSRCSEIT, vol. These data were analyzed based on Critical Discourse Analysis approach. Aug 5, 2022 · Speech is one of the natural ways of communication between humans, later extended as a means for human–computer interaction. 4M . ijacsa. Teklu Urgessa(Ph. Natural language processing (NLP) is a subfield of computer science, with strong connections to artificial intelligence. In Somali region too Afan Oromo is -spoken. 7, No. O. thesai. Kuusa barreeffama afaan oromoo. Next section gives brief morphological properties of Afaan Oromo. 49% of the Ethiopia's population, pertinent to the language processing and speech technology A big step in the future improvement of the Afan Oromo stemmer can be a study on how the word compounding and suffixes affect Afan Oromo words and their stems, and how one can include new rules that do not affect the effectiveness of the stemming process. An automatic question classification system for speech-based questions for Afaan oromo question answering is what this project aims to design and build. iiste. This research aims to develop a bidirectional Recurrent Neural Network model capable of translating Indonesian to the Komering language using machine learning techniques and shows that the bidirectional model with simpleRNN yielded a performance accuracy of 87. — The main objective of this study is to develop Afaan Oromo fake news detection Download scientific diagram | Sample of Afan Oromo text corpus from publication: Design and Development of a Text-to-Speech Synthesizer for Afan Oromo | Speech is one of the natural ways of International Journal of Advanced Research in Engineering and Applied Sciences ISSN: 2278-6252 HUMAN LANGUAGE TECHNOLOGIES AND AFFAN OROMO Taye Girma* Abstract: This paper deals with Afaan Oromo, a Cushitic languages family which cover approximately 34. Box 1888, Adama, Ethiopia Article Info Abstract Article History: Received 04 September 2023 This study tried to examine how linguistic sexism manifests through the lexicons of Afan Oromo, Amharic and Gamo in the light of the social and cultural lives of the speakers. The participants were 72English summer in-service trainees who came from West Arsi and Guji Zones of Oromiya region to pursue their degree program in 2016 summer program (for two Therefore, for Afan Oromo semantic has come to the conclusion that the sense of words is closely connected to the statistics of word usage. neighboring countries (Mekuria, 1994). An interface using both Afaan Oromo speech recognition integrated with factoid question and answering. 5% of the total population. One of the studies conducted by (Girma & Martha, 2014) has been used three methods for the development of Afaan Oromoo news text summarizers. Afan Oromo is spoken by 40 percent of Ethiopian population (Kebede, 2009). inflections’. Therefore, only postfix of Afan Oromo words were applied in current research for stemming Afan Oromo words. 2. The intention of this paper is to bolster efforts to mitigate the presence of fake profiles, thereby enhancing online safety for users through the deployment of Academia. Moreover, it is spoken as a native language, second language and lingua neighboring countries (Mekuria, 1994). Afaan Oromo is one of widely used language in Ethiopia as well as in Northern Kenya. 2, No. Section 3 presents root identification rules. Sentiment analysis has become the most popular research topic due to its various application in business, politics, entertainment, however analyzing opinion of people from short text such as Twitter Oct 17, 2019 · Afaan Oromoo research. Observing these facts, it is absurd why Afaan Oromo isn’t yet recognized as the federal working language in Ethiopia. The proposed model achieved reasonable precision, recall, and F-measure for different sources of reviews, indicating its effectiveness in sentiment analysis of Afan Oromo texts. Variations of profound deep learning models such as CNN, LSTMs, BiLSTMs, LSTM, GRU, and CNN-LSTM are examined to evaluate their viability in Mar 1, 2024 · This paper examines the viability of deep learning models for Afaan Oromo hate speech recognition. This journal has a title known as Afan Oromo Standardization Research Journal (as ‘BARRUULEE QORMAATA WAALTINA AFAAN OROMOO’ in Afan Oromo). . Dec 1, 2021 · Afan Oromo is the language of the Oromo people, the largest ethnolinguistic group of Ethiopia. Journal of Languages and Culture Survey of research terms used in Afan Oromo: With special reference to three universities in Ethiopia There is a significant variation in using research terms of Afan Oromo by the teachers and students of target universities, and standard research handouts and manuals as well as working together at central level as key solutions to overcome the problems. Based on quantitative and qualitative data collected from primary and secondary sources of the Macha dialect, American Journal of Computer Science and Engineering Survey = =Article Research Investigating Afan Oromo Language Structure and Developing Effective File Editing Tool as Plug-in into Ms Word to Support Text Entry and Input Methods WORKINEH TESEMA1* AND DURESA TAMIRAT2 1 2 Department of Information Science Jimma University, Jimma, Ethiopia Furthermore, this should encourage researchers to ex• plore Afan Oromo speech•based computer commands and controls, given the limited work in this area and the growing need for computer commands and controls in the Afan Oromo language. However, the Jun 25, 2021 · By and large, the peace-building process in Oromia is required to adequately incorporate and give great attention to the burning issues in Oromia, such as the status of Afan Oromo, the Oromia Research Paper Detection of Emotions in Afan Oromo Social Media Texts Using Deep Learning Method Sufian Kedir Abdella, Worku Jifara Sori Department of Computer Science and Engineering, Adama Science and Technology University, P. txt) or read online for free. showers of blessings throughout my research work to complete the research successfully. 90, 2020 www. To attain the purpose of the study, mixed research design, that put on both quantitative and qualitative research methods were employed and more specifically, concurrent Feb 29, 2024 · This paper assesses the progress of NLP research for four Ethiopian languages: Amharic, Afaan Oromo, Tigrinya, and Wolaytta. research paper that I have proposed as a model of multilingual spelling checker that is A rule based grammar checker is presented that is entirely developed and dependent on the morphology of the language and evaluated and shown a promising result. pdf), Text File (. Research terms in Afan Oromo for results and discussion. Gemination (doubling a consonant) in Afaan Oromo 31 5. New Media and Mass Communication ISSN 2224-3267 (Paper) ISSN 2224-3275 (Online) Vol. The purpose of this research was to investigate and explain how the grammatical structure of Afan Oromo reveals social gender bias ideology. Mary’s University In Partial Fulfillment of the Requirements for the Degree of Master of Science In Computer Science July, 2021 ACCEPTANCE Improving Afaan Oromo Question Answering System: Definition Dec 1, 2024 · Request PDF | Machine learning-based detection of fake news in Afan Oromo language | This paper presents a machine learning-based (ML) approach for identifying fake news on web-based social media Sep 15, 2021 · Besides, those in favor of Latin script argued that Geez script has several limitations to adapt for Afan Oromo writing; lack of marking germination for the consonants to indicate strong and weak This exploratory study focuses on the status of Afan Oromo as indigenous language program in three selected Ethiopian Higher Education Institutions. It is used by Oromo people, who are the largest ethnic group in Ethiopia, which amounts to 25. Sime et al. Aug 15, 2021 · (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 1 About Afaan Oromo Speech to Text Dataset missionaries recognized early on the importance of literacy in Afan Oromo for successful and effective evangelization. “There is no reason, why 2 - Free download as PDF File (. In Ethiopia, Afan Oromo is spoken as a lingua franca by other people who are in contact with Oromo people. Each and every roots of Afaan Oromo were created from either corresponding Sounds or available roots and thus, converges to sounds proximate to it. I. Riseerchi Dec 21, 2023 · The objective of this research is the development of a machine learning model specifically tailored to the Afan Oromo language, predominantly spoken in Ethiopia and surrounding regions. Thirty years ago, the Journal of Oromo Studies published a seminal paper titled “Distribution of Letters in Oromiffa Text” []. research is to survey the research terms used in doing both action and basic research in Afan Oromo in Jimma, Haramaya, and Addis Ababa universities based on English research terms. The main idea of this work is to cluster contexts which is providing a useful way to discover semantically related senses. OVERVIEW OF AFAN OROMO Afan Oromo is one of the major African languages that is widely spoken and used in most parts of Ethiopia and some parts of other neighbor countries like Kenya and Somalia [1] and [3]. In this paper the authors have built a corpus of Amharic comments from public pages of Ethiopian newspapers, politicians, activists, TV and Radio broadcast and groups by using Facepager. It is directly interposed with several applications like post handwritten text digital correction and user word correction in the retrieval process. In this paper, we have proposed Afaan Oromo anaphora resolution model using knowledge poor anaphora resolution approach. After collecting data, we removed user names, links, none Afaan Oromoo texts, and any unnecessary characters. Jun 1, 2021 · In this paper, a misspelling detection and correction system was developed for Ethiopian languages (Amharic, Afan Oromo, Tigrinya, Hadiyyisa, Kambatissa, and Awngi). In Afan Oromo language only the postfix type of affix is mainly used. The organization of the rest of the paper is as follows. The rule base is entirely developed and dependent on the morphology of the language . summary depending on the number of papers to be Mar 1, 2020 · The government will adopt Afan Oromo, Ethiopia's most frequently Usages of Natural Language Processing techniques in the field of detection of fake news is analyzed in this research paper Improving Afaan Oromo Question Answering System: Definition, List and Description Question Types for Non-factoid Questions A Thesis Presented By Endale Daba To The Faculty of Informatics Of St. Terms or phrases are not used in standard forms. It is the same for the teachers. Natural language processing (NLP) is We will try to Discuss how to write a research proposal:- Introduction - Background of the study - Statement of the problem - Significance of the study ADDIS ABABA UNIVERSITY SCHOOL OF GRADUATE STUDIES ADDIS ABABA INSTITUTE OF TECHNOLOGY (AAiT) ELECTRICAL AND COMPUTER ENGINEERING DEPARTMENT Design and Implementation of Predictive Text Entry Method for Afan Oromo on Mobile Phone By Gudisa Tesema Advisor Ato Yoseph Abate A Thesis Submitted to the School of Graduate Studies of the Addis Ababa University in Partial Fulfilment of the Requirements 3. Box 5219, Jimma, Ethiopia. Afaan Oromo Vowels 30 4. addis ababa university school of graduate studies school of information science afaan oromo text retrieval system a thesis submitted in partial fulfillment of the Oromo hates speech detection dataset classes become the name of two radio buttons for row data displayed from the database that holds hate speech detection dataset which was created in the MySQL Aug 5, 2022 · This paper proposed the development of a text-to-speech synthesizer for Afan Oromo (Oromo Language), using unit selection speech synthesizer approaches. The designed system involves preprocessing like tokenization, Normalization, stop word removing and abbreviation resolving, feature extraction-like Term-Frequency-inverted document frequency, term frequency, and hash to know word importance that appears in the news and word appears in the corpus and N-grams. Afan Oromo is The finding indicates that shortage (absence) of instructional material written in Afan Oromo, decline of interested student enrollment into the program, the negative language attitudes, lack of network with other universities and other stakeholders, non-existence of training, research conference, and panel discussion in university community Our research concentrated on developing an interactive model as a result. Mar 1, 2024 · The research developed a sentiment analysis model for opinionated Afan Oromo text using a lexicon-based approach. Context Based Afaan Oromo Language Spell Checker For Handheld Device A Thesis Presented By Henok Dawit Daniel To The Faculty of Informatics Of Wondimu 25 Introduction Afan Oromo is the second widely speared indigenous language in Africa, south of the Sahara (Mekuria, 1994; Mohammed, 1994). The Oromo nation has a single common mother tongue, called the Oromo language or Afaan Oromo. Over the past three decades, Afan Oromo has experienced significant growth in the standardization of orthography, expansion of vocabulary, and refinement of writing styles. raga@ju. According to the interpretation made based on the data analyzed there is a significant variation in using research terms of Afan Oromo by the teachers and students of target universities. This paper describes the highlight description of Topic Modeling for Afaan Oromo. The total size of 500 Afan Oromo sentences are used and these are collected from previous research works, Afan Oromo grammar book and from other written documents. The collected dataset was labeled into three class’s strong Hate, weak hate and neutral class. This paper first studies a transfer-based dependent syntax analyzer using a Oct 25, 2017 · This paper presents designing a rule based Afan Oromo Disambiguator. As Ethiopia is a multilingual, multicultural, and multi-ethnic country, those selected languages have more speakers and native speakers in the country. 3 Jan 6, 2024 · by Demessie G Yahii, PhD. Adverbs in Afaan Oromo 33 7. Keywords : Afan Oromo; Qubee; NLP; NLP Application; Linguistic Level The design and implementation of a non-word Afaan Oromo spell checker is described, designed based on a dictionary look-up with morphological analysis. Showing whether diacritics can be a letter or speech sound in Afan Oromo 2. According to paper [3] it is also the third most Nov 14, 2022 · With similar objective of transforming Afan Oromo Spoken words into its equivalent sequence of words, this study explored the possibility of developing Speaker Independent Spontaneous Speech Dec 20, 2021 · The first task is the identification and separation of Afan Oromo declarative sentences into simple, compound, complex, and compound-complex sentences. Although several works have been Conversely, the work that has been carried out in terms of Afaan Oromoo remains in its infancy; thus, more cooperation is required between research communities in order to offer a mature sentiment analysis system for Afaan Oromoo. 1 Corpus collection Sep 24, 2022 · In this paper, a misspelling detection and correction system was developed for Ethiopian languages (Amharic, Afan Oromo, Tigrinya, Hadiyyisa, Kambatissa, and Awngi). It is one of the widely spoken indigenous African languages. Jun 1, 2018 · This paper attempts to make a critical review of the political and stereotypical portrayals of the Oromo in the Ethiopian historiography. Keywords: Semantic, Machine Learning, Sense Disambiguation, Afan Oromo, Target Word. Jul 1, 2018 · In this paper, a misspelling detection and correction system was developed for Ethiopian languages (Amharic, Afan Oromo, Tigrinya, Hadiyyisa, Kambatissa, and Awngi). Afan Oromo has been studied in a limited manner in areas of natural language processing such as part of speech tagging [], automatic classification of news text, word sequence prediction, machine translation and the likes. org Table 3: The Re-Use of Afan Oromo Named Post 1991 Afan Oromo Names English Meaning of the Names Dhabaa The Planter Hawwii Wishes Eebbissaa The man who bless Eebbissee The lady who Furthermore, this should encourage researchers to explore Afan Oromo speech-based computer commands and controls, given the limited work in this area and the growing need for computer commands and controls in the Afan Oromo language. Then after, the compiled text was recoded in noise free environment with sampling rate of 44. This paper attempts to investigate the perception of English in-service-trainees towards the use of students’ mother tongue, Afan Oromo in this case, in EFL classes. One area of NLP is concerned with creating proofing systems, such as grammar checker. Mar 6, 2021 · In this research rule based approachfor Afan Oromo automatic morphological synthesizer was applied. 12% after 100 epochs. Introduction. It helps visually impaired people to read electronic texts and is used in information retrieval and language education. Full Length Research Paper Survey of research terms used in Afan Oromo: With special reference to three universities in Ethiopia Tariku Sime*, Teshome Belayneh and Alemayehu Fekede Jimma University College of Social Sciences and Law, Department of Afan Oromo and Literature, Ethiopia. According to Mekuria (1994) and Feyisa (1996), Afan Oromo is used by different nationalities such as Sep 29, 2024 · The data has to be gathered for Afan Oromo language from the text data . 1 kHz mono by male speaker. Most of the research works has The current state of art is also needed to summarize Afan Oromo texts. tjx jclc nnokj crrlciy kxzbfqff onw rqsmd ykgn bnjyg vnacd