Research afaan oromoo Jechoota Ijoo: Afaan Oromoo, beekumsa tuut-jechaa, tuut-jecha xiinxala ----- Full Length Research Paper Xiinxala Beekumsa Tuut -jecha Afaan Oromoo Barattoota Kutaa 5 -8: Warra Akka Afaan Dhalootaatti Baratan Focusing on Addis Ababa is needed for many reasons, among which the main one are: the city is the capital of Oromia although it does not use Afaan Oromoo as a working language, the hospitals in the city are meant to serve both Afaan Oromoo-speaking resident population and large number of those coming from the surrounding areas in Oromia through In general, our work has significance on Afaan Oromoo language research and usability in general and on sentiment analysis in particular. This study's primary goal was to evaluate the performance and method of extractive models on automatic extractive text In this research rule based approach for Afan Oromo automatic morphological synthesizer was applied. 9% and its implementation code is in pyt hon. Kun immoo, waliigaltee keessattis ta‟e guddina afaanichaaf gufuu ta‟uu ni danda‟a. System architecture of 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. Therefore designing methods and tools that work with Afaan Oromo is must, qaacceessa dhiyaannaa hiika jechootaa afaan oromoo: xiyyeeffannoo kitaaba barataa kutaa 9fi kitaaba wabii „furtuu seerluga afaan oromoo‟ haayiluu gulummaa qaroo waraqaa qorannoo digirii lammaffaa (ma) afaan oromoo barsiisuuf gamisaan guuttachuuf qophaa‟ee dhiyaate muummee afaan oromoo, ogbarruufi fookloorii For experimental analysis, 1000 Afaan Oromo text documents were collected from print media news articles (i. explored the possibilities of developing a continuous speech recognition system for Afaan Oromo. Prof. Afaan Oromoo is spoken by more than 40 million people as mother tongue. Through this paper, we identify key challenges and opportunities for NLP research in Ethiopia. This study's primary goal was to evaluate the performance and method of extractive models on automatic extractive text Specially, the research of WSD for Afaan Oromoo language is sort of at the start. e, without explicit As one of the major Afro-Asiatic languages, the Oromo language, Afaan Oromoo (Oromic) 1 is a language with grammatical gender: all nouns are either feminine or masculine. The researcher[15], While sentiment analysis has been extensively studied for major languages such as English, research focusing on low-resource languages like Afaan Oromo is still limited. The prepared dataset contains The numbers of Afaan Oromo documents on the web and in other machine readable forms are also increasing from time to time. The aim of this paper is to develop and implement a rule based conversational chatbot for Afaan Oromo Language. This study's primary goal was to evaluate the performance and method of extractive models on automatic extractive text summarization for Afaan Oromoo. Besides, I would like to thank Mr. Prepositions in Afaan Oromo 34 8. 101-112 doi: 10. system for Afaan Oromo. Oromo. The corpus we have developed has a potential to the future studies in related fields. My Oromo language, also known as Afaan Oromo. Meta-communication is conceptualized as research in Afaan Oromoo is still rare and hasn't been thoroughly assessed. 11. Also, research efforts are done for developing a language translation for cross-lingual IR systems in Afaan Oromo[11][12] but these efforts are still lagging Afan Oromo. PDF | In this paper we designed and developed Dual Tone Multi Frequency (DTMF) based Interactive Voice Response system (IVRS) for Amharic, Afaan Oromo | Find, read and cite all the research you To conduct the study, 456,300 Afaan Oromo words were taken from different sources and preprocessed for experimentation by the Natural Language Toolkit and Anaconda tool. Conversely, the work that has been carried out in terms of Afaan Oromoo remains in its infancy 1. INTRODUCTION According to (Michael, 2018) text summarization an activity intended to create a clear and easy summary having only the key ideas of the documents by shortening long pieces system's input, and Afaan Oromo text is used as the system's ultimate output. As per the researcher knowledge, there are no local research attempts made to use Afaan Oromo Signer images by using deep learning techniques for the classification of Afaan Oromoo words, but there are different researchers that used deep learning techniques to recognize Ethiopian language. Introduction Afaan Oromoo is one of the Afro-Asiatic languages which is mostly grouped under Afaan Oromoo proverbs from the standpoint of meta-communication perspective. In this study, the main performed task can be separated into two tasks. Afaan Oromo, often translated as 'mouth of Oromo,' is commonly The study provided a new automatic syntactic Afan Oromo sentence identification and simplification using a rule-based method that operates on POS tags. A research work in shows annotations Thus the purpose of this research is to design and develop a Bilingual hate sp eech detection for Amharic and Afaan Oromo languages. Natural language processing (NLP) is a subfield of computer The main aim of this study is to develop part-of-speech tagger for Afaan Oromo language. From the researchers' observation, it was found that students were using Keywords: Afaan Oromo, Topic Modeling, LDA, word embedding, Word Representation, Topic Extraction. It also helps Afaan Oromoo haala baruu-barsiisuu keessatti ni mul‟ata. Preprocessing, such as frame extraction Specially, the research of WSD for Afaan Oromoo language is sort of at the start. This paper proposed the development of a text-to-speech synthesizer for Afan Oromo (Oromo Language), using PDF | On Jul 7, 2019, Etana Fikadu Dinsa and others published Application of Data Mining Classification Algorithms for Afaan Oromo Media Text News Categorization | Find, read and cite all the research in Afaan Oromoo is still rare and hasn't been thoroughly assessed. It is also one of the major Languages spoken in Ethiopia. C. Through the work of others In this research work, we proposed an aspect-based sentiment analysis for hotel services in Afaan Oromo texts using deep learning approach. Tracking users’ opinions on the services they provide will help the organization understand their value in a competitive Request PDF | Normalized Statistical Algorithm for Afaan Oromo Word Sense Disambiguation | Language is the main means of communication used by human. We have followed the same procedure as Speech is one of the natural ways of communication between humans, later extended as a means for human–computer interaction. The proposed system was evaluated with testing wordlist and has been experimentally shown that it improves the performance of Afaan Oromo news te xts data are colle cte d from diff ere nt sourc es suc h OBC, FBC and BBC Afaan Oromo. However, there is still a need to conduct further research to improve the Afaan Oromo grammar checker. 9 International Journal of Research Studies in Science, Engineering and Te chnology V7 I6 2020 Research done by 26 was sentence-level sentiment analysis for multiple classes in Ethiopian language, Afaan Oromo text, to analyze the performances of selected supervised machine learning The Department of Afaan Oromoo and Literature is one of the departments under the College of Social Sciences and Humanities. Before this research, there was no other IR system for Afaan. , 2017). Oromo language is a Cushitic language spoken by more than about 50 million people in Ethiopia, Kenya, Somalia, and Egypt and is the 3 rd Enhancing Effectiveness of Afaan Oromo Information Retrieval Using Latent Semantic Indexing and Document Clustering Based Searching A Thesis Submitted to Department of Information Research methods in Afan Oromo Part 1. After text Preprocessing, cosine similarity, Dimensionality reduction and Dimensionality Reduction Performed on the Corpus, The designed and implemented system is tolerant and cooperative to access data from the database, using student 11 International Journal of Innovative Research in Computer Science & Technology (IJIRCST) database, the system that accepts query in Afaan Oromoo language and accepted query translated into SQL query, by mapping Afaan Oromoo word access and quality among Afaan Oromoo -speaking patients in Addis Ababa, Ethiopia Amanti Baru Olani et al. The performance of the synthesizer was evaluated using accuracy as statistical measurement. The performance of our model is evaluated through human judgment. Effectiveness of VSM based Afaan Oromo IR 67 12. Research Article Sentiment Analysis Model for Afaan Oromoo Short Message Service Text: A Machine Afaan Oromoo is one of the Afro-Asiatic languages which is mostly grouped under Cushitic family 5. View Afaan Oromoo afaan hojiifi afaan barnootaa ta‟uuf mirga kan argate bara 1991 booda. Training On Creating Awarness On Gadaa System and Research Methodology In Oromia Afaan Oromoo manneen barnootaa sadarkaa 1ffaa waliin ta’uun hojjechuutu isaan irraa eegama. In general, our work has significance on Afaan Oromoo language research and usability in general and on sentiment analysis in particular. 2 Afaan Oromo Grammar Checker Using Hybrid Approach Design science research methodology process model. 2 The Language Linguistic anthropologists have closely examined the language of the Oromo people, known as Afaan Oromo, as a fundamental aspect of their research. Afaan Oromo is one of widely used language in Ethiopia as well as in Northern Kenya. 25+ million members; 160+ million publication pages; This study describes the form and function of converb in Oromo. Gemechu and others published Machine Learning Approach to English-Afaan Oromo Text-Text Translation: Using Attention based Neural Machine Translation | Find research to improve the Afaan Oromoo text Keywords: Document, Summary, Natural Language Processing, Morphological Analysis, Text Ranking 1. Keywords: Afaan Oromoo, Sentiment analysis, SMS text, Machine Learning 1. The Axareeraa (ABSTRACT) Barulleen qo’annaa kun kan dhiheessu akkaataa jechootni Afaan Oromoo akka galumsa isaaniitti kompiitarri kuusaa jechootaa fayyadamuun sirreessuu irratti kan xiyyeeffateedha The main focus of the study was to presents an empirical evaluation of five deep learning models (i. This study After reviewing literatures on Afaan Oromo grammars and identifying tagset and word categories, the study adopted Hidden Markov Model (HMM) approach and has implemented unigram and bigram models Sentiment Analysis of Afaan Oromo using Machine learning Approach 8 International Journal of Research Studies in Science, Engineering and Technology V7 I9 2020 RELATED WORK In Afaan Oromoo the sentiment analysis is new and only a few works were studied. And the committee’s activities manifested through a biannual journal called Wiirtuu. The primary data are drawn from oral and archival sources. Afaan Oromo is one of the languages of the Low land East Cushitic within the Cushitic family of the Afro-Asiatic Phylum [3, 4]. Yeroo sanatti hanqinoota adda addaa guutuun barbaachisaa ture (Mekonnen, 2002; Tilahun, 2018). The challenges are This study aims at presenting a comparative study between Amharic and Afaan Oromoo proverbs from the standpoint of meta-communication perspective. The first task is the identification and separation of Afan Oromo declarative sentences into simple, compound, complex Oromo language, also known as Afaan Oromo. It is a method to determine emotional feedback of people towards an event. Pp. However, in order to process Afaan Oromo language very little works has been done in terms creating useful higher-level computer-based application. Therefore, critical importance to monitor and identify Request PDF | On Dec 16, 2021, Ebisa A. Engaging with communities: We actively participate in Afaan Oromo tex ts a re c ol l ec ted fr om B BC Afaan Oromo a nd Afaan Oromo Ho l y B ib le to evaluate the perfo rm ance of this model . Sentiment analysis has become the most popular research topic due to its various application in business, politics, entertainment, however analyzing opinion of people Afaan Oromoo (often called Oromo) is a lowland east Cushitic language spoken mainly in Ethiopia and the neighboring countries, such as Kenya, Sudan, Somalia and Djibouti. The author recommended that four both sides (right and left) of the targeted vague word window size is The study draws upon primary and secondary sources. Riseerchi yuniversiti adda addaatti afaan Oromoon barrawaan asitti argachuu dandeessu. In this research, Afaan Oromo cross-lingual information retrieval systems are de veloped [8] [9]. To develop and test a model used to detect and classify Afaan Oromo hate speech on social media, total of 12,812 data was collected from the Facebook account, which has most frequent posts and However, there is still a need to conduct further research to improve the Afaan Oromo grammar checker. Sentiment analysis, also known as emotion analysis, has recently become one of the growing areas of research related to natural language processing and machine learning. In hate speech detection, dataset annotation can be performed either manually or crowd-sourcing. , CNN, LSTM, GRU, BiLSTM, and CNN-LSTM) for detecting Afaan ASR research is conducted using broadcast news speech corpus for Afaan Oromo. 3. T he accuracy of the stem++ is abo ut 95. It is used surface pattern based design approach to extract concept description interestingly, this channel was created by Dambi Dollo University academic staffs of college of medicine and health science to provides health science course research in Afaan Oromoo is still rare and hasn't been thoroughly assessed. This study intends to investigate the status of research terms used in Afan Oromo in terms of their standardized level. Proposed system relevance judgment 66 11. Keywords: afaan oromo, In this research ABSA of Afaan Oromoo movie reviews was investigated and developed. The challenges Ethiopian languages: Amharic, Afaan Oromo, Tigrinya, and Wolaytta. This repos- AFAAN OROMO GRAMMAR CHECKER USING HYBRID APPROACH MSc THESIS TAJIR AMIN ALI AUGUST 2023 HARAMAYA UNIVERSITY, ETHIOPIA. In Ethiopia, it is spoken as a lingua franca by other people who are in contact with Oromoo people. It was established in 2014 G. Language i s often see n as a veh icle to help achieve ment of uni ty; hence it has a v iew that l Afaan Oromo is one of the languages of the Low land East Cushitic within the Cushitic family Machine translation has its own challenges and still an active research area [8]. During its establishment, the department began with 40 students in regular. 21203/rs. To achieve the objective, written texts, native speaker My thesis is morphological analysis for Afaan Oromoo lanaguage using deep learning approaches. The c ol le cted dataset w as divided into tr a in ing a 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. Translation APIs provide near perfect English to Oromo translation, however Download Citation | Exploring the Usage of Afaan Oromoo (L1) in English as a Foreign Language Classroom: The Case of Primary Schools, Oromia, Ethiopia | Although there have been various claims and addis ababa science and technology university deep learning based afan oromo text summarizer a master’s thesis by bulte belay hordofa department of software engineering The research findings reveal that Afaan Oromoo broadcasting for which only five minutes allowed was began by a few exiled Oromoo at Mogadishu in 1962 became one of those important languages that were transmitted from radio stations at Mogadishu, Nairobi and Harar. This journal has a title known as Afan Oromo Standardization Research Journal (as ‘BARRUULEE QORMAATA WAALTINA AFAAN OROMOO’ in Afan Oromo). While morphological causatives are highly dominating, lexical and 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. Afaan Oromo Stance detection is t he first w ork for the language but for other languages, this way of detecting fake news is the most promising one. Consequently, Kassahun (2010) forwarded that coming with the in creased data size and Afaan Oromoo language is a native to the Ethiopian state of Oromia and spoken predominantly by the Oromo people and neighboring ethnic groups in the horn of Africa (Jimalo et al. Discover the world's research. Data from 90 classes at the alphabet, number, and the research objectives. To this end, drawing on existing literature and author’s own personal observations, salient prospects and challenges of Afan Oromo have been presented and briefly discussed. Implementing this technique for hotel industries will have many significances. Oromo language is a Cushitic language spoken by more than about 50 million people in Ethiopia, Kenya, Somalia, and Egypt and is the 3 rd largest PDF | This study attempts to design a two-step approach for Afaan Oromoo text sentiment classification model, clustering followed by classification | Find, read and cite all the research you The main objective of this study is to give descriptions of formal and functional aspects of causative constructions in Afaan Oromoo. Research methods in Afan Oromo Part 1. Keessumaa, barattoonni Afaan Oromoo akka afaan lammaffaatti baratan keeyyata barreessuu keessatti yammuu dogoggoran ni mul‟atu. It helps visually impaired people to read electronic texts and is used in information retrieval and language education. Meta-communication is conceptualized as communicating about communication. Afan Oromo on extractive type summarization. Related research works problem, approach, result and gap 42 9. 400 reviews in based Afaan Oromoo automatic stemmer (ste m++) developed by Daraje [37] has been used in this research. As a way out, making Afaan Oromoo an additional working language of the public hospitals in Addis Ababa, the assignment of professional interpreters, and a hiring system that promotes the Afaan Oromo is purely natural nature based language. To achieve the proposed objective, we have collected about 2800 Afaan Oromoo movie reviews from YouTube social Afaan Oromo language is one of the language spoken in Ethiopia, It is obvious that both Afaan Oromo and English speakers need the data or documents active research area [4]. 010. Besides, Afaan Oromoo Understanding the extent to which sentiment models can adapt to diverse linguistic styles, contexts, and sources is essential for practical and versatile sentiment analysis Afaan Oromoo is a well-studied language, especially in terms of its syntax. We encountered only two researchers on the Afaan Oromoo language. Oromo research center and PhD candidate at Addis Ababa University for their cooperat ion in allowing me to use the materials in the library of Oromo research center at any time. Kena Chala (MA in law), Magartu Seboka(MA in Afaan Oromo) and Mr. The approach gets a simple Afaan Oromoo query as input and retrieves answers from a Afaan Oromo language is one of the language spoken in Ethiopia, It is obvious that both Afaan Oromo and English speakers need the data or documents written in English or Afaan Oromo and they also Supporting Afaan Oromo scholarship: We coordinate research projects focused on the language and collaborate with other institutions to promote its study and development. We use the LSTM model using the training dataset and for the classi cation proc ess . Malleen qoranoo Afaan Oromootiin Kutaa 1ffaa. By considering the above performance results of Request PDF | Boosting Afaan Oromo Named Entity Recognition with Multiple Methods | Named Entity Recognizer (NER) is a widely used method of Information extraction (IE) in Natural language 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 PDF | On Jul 9, 2019, Jemal Abate and others published Unsupervised Opinion Mining Approach for Afaan Oromoo Sentiments | Find, read and cite all the research you need on ResearchGate more than 40 million people, Even though lack of active research on the Afaan Oromo text fake . Oxford: Blackwell of developing nations. Automatic Text summarization approaches can be classified as extractive or abstractive. Roba TM (2004). As a result of this growth, the huge amount of text which contains Afaan Oromo Fake News Detection Using Natural Language Processing and Passive-Aggressive Daraje kaba Gurmessa In this Research, a computer learns, how to read and English in the Afaan Oromo query. To achieve the proposed objective, 2800 Afaan Oromoo movie reviews were collected from YouTube using YouTube Data The approach gets a simple Afaan Oromoo query as input and retrieves answers from a set of predefined rules or responses. The language is known for its rich 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 on English research terms. Adapted from (hevner and maedche 2020) 37 Figure 2. Each and every roots of Afaan Oromo were created from either corresponding Sounds or available roots and thus, converges to sounds proximate to it. Toward this, the biggest dataset of hate speech was collected and annotated by the language experts. 34218/IJARET. Most of the research works has been done for . rs-1649989/v1 To tr ain model for Afaan Oromoo Named Entity Dete ction for Afaan Oromoo te xt To build model c lassi ers t hat use embe dding Bert feature s as input. Furthermore, we provide a centralized repository on GitHub that contains publicly available resources for vari-ous NLP tasks in these languages. The problem here is in Afan Oromo writing system, Automatic medical document classification using machine learning techniques can enhance the productivity of healthcare services by reducing processing time and cost. Afaan Oromoo is the vast language with more than 50 million speaker but lacks research work because Afaan Oromo is used by the majority ethnic group in Ethiop ia, the Oromo people, which amounts to half of the total population of the coun try. 19 International Journal of Research Studies in Science, Engineering and Technology V7 I12 2020 But adopting the methodology and tools used as they are to Afaan Oromo is too difficult because Afaan Oromo have its own unique grammar [16], and syntax. In the book, these words are written as 'eelee, 'aara and 'ooluu. This review article surveys the existing techniques and approaches used for sentiment analysis specifically for Afaan Oromo, the widely spoken language in Ethiopia. 27-35. (6 Ed). Some of the studies are Gragg (1976), Griefenow-Mewis (2001), Owens (1985) and Yimam (1986, 1988). This work proposes an ensemble learning approach to develop a model that classifies electronic medical documents in Afaan Oromo. The goal of this research is to provide sentiment mining and aspect-based opinion summaries of service reviews in Afaan Oromo for Oromia Radio and Television Organization (ORTO). Previous related works on local languages and also for Afaan Oromo was reviewed but there was no any work on Afaan Oromo using deep learning algorithms; all the previous Afaan Oromo ASRs were based on traditional machine learning models. Oromia Broadcasting Network, VOA Afaan Oromo), the Afaan Oromo Bible, websites, books Olani et al. BMC Health Services Research (2023) 23:39 Page 2 of 12 Keywords Language barrier Lack of standard part of speech tagger for Afaan Oromo will be the main obstacle for researchers in the area of machine translation, spell checkers, dictionary compilation and automatic sentence The mission of the programs in Afan Oromo, Literature and Communication seeks to educate, to train and to undertake research and to prepare scholars/professionals who are capable of carrying out research on/in Afan Oromo, literatures, folklore and others in order to disseminate the knowledge embedded in Oromo sociolinguistic features and literature to researchers and absurd why Afaan Oromo isn’t yet reco gnized as the federal working language in Et hiopia. The work was trained on 1116 sentences and tested 124 sentences. After reviewing literatures on Afaan Oromo grammars and identifying tagset and word categories, the study • English-Afaan Oromo SMT by Yitayew Solomon and Million Meshesha (Meshesha & Solomon, 2018) utilized bilingual corpora of 6,400 sentences and monolingul corpora of 19,300 (for English) and However, these tools are not available for Afaan Oromo, Cushitic language family spoken in Ethiopia. e. The main tasks in this work are preparing the corpus, pre Afaan Oromo is one of the sub-Saharan countries' natural Languages which is written in Latin script. 1 INTRODUCTION Throughout history, mankind has often suffered from a lack of necessary resources. The paper [10], conducted on Afaan Oromo fake news detection system; involves preprocessing like tokenization, normalization, stop word removing and abbreviation resolving, feature extraction-like Automatic medical document classification using machine learning techniques can enhance the productivity of healthcare services by reducing processing time and cost. Afaan Oromoo applies the three aspects of causative constructions: lexical, morphologi- cal and syntactic. Research methodology . and Khimtanga, among others, his system for Afaan Oromo. Kuusa barreeffama afaan oromoo. Afaan Oromo personal pronouns 32 6. In this paper, we describe the design and implementation of a non Oromo (/ ˈ ɒr ə m oʊ / [5] OR-əm-ow or / ɔː ˈ r oʊ m oʊ / [6] [7] aw-ROW-mow; Oromo: Afaan Oromoo), historically also called Galla, [8] which is regarded by the Oromo as pejorative, [9] is an Afroasiatic language that belongs to the of the research. This study has implemented a rule-based approach on grammar checkers by integrating a spell-checker with a morphological analyzer to improve the Afaan Oromo grammar checker. A corpus containing about 300,000 words has been prepared to be used experts from these Oromia Regional State’s bureaus and Addis Ababa University in 1995. The exiled Oromoo wanted to reveal the Oromoo grievances and theirrejection, and 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 Request PDF | Afaan Oromo Sentence Based Plagiarism Detection: A Semantic Similarity Approach | In current day the availability of digital technology enables world community to communicate and This paper examines the viability of deep learning models for Afaan Oromo hate speech recognition. List of documents collections 61 10. In this paper, ABSA for Afaan Oromoo movie reviews was investigated and developed. Adverbs in Afaan Oromo 33 7. Oromo converb usually cannot be marked for tense and mood in contrast to main verbs. The proposed system was evaluated with testing wordlist and has been experimentally shown that it improves the performance of Amharic and[15,18] for Afaan Oromoo. 3 Ethiopian Languages Ethiopia is a multilingual and International Journal of Research Studies in Science, Engineering and Technology Volume 7, Issue 7, 2020, PP 10-18 Multi-Class Sentiment Analysis from Afaan Oromo Text Based On Supervised Machine Learning Approaches Negessa Wayessa*, Sadik Abas Department of Information Technology, College of Informatics, Bule Hora University, Ethiopia About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features NFL Sunday Ticket Press Copyright EFFECT OF MORPHOLOGICAL INFORMATION IN AFAAN OROMO WORD SEQUENCE PREDICTION A THESIS SUBMITTED TO THE SCHOOL OF INFORMATION SCIENCE OF ADDIS (PhD), without his constructive comments and inspiring suggestions this research couldn’t have been completed. Therefore, this thesis is focused on the development of a prototype English-Afaan Oromoo machine translation system using statistical approach, i. Alemu Kena(MA in Afaan Oromo) for helping on data labeling. Additionally, a peculiar choice was Some of research done for Ethiopian languages are English-Amharic language [5], [18], [19], English-Afaan Oromo machine translation [5], [20], English-Geez [5], English-Wolaita [5] and English Keywords: Afaan Oromo, Information extraction, Candidate texts, information retrieval and news texts. news detection on social media and d ramatic growth of fake n ews from time to A bilingual dataset prepared from newly collected Afaan Oromo texts from Facebook platform and the existing binary Amharic dataset is adopted to develop models. The Afaan Oromoo sentence structuring is different from English sentences structure. BMC Health Services Research Page 3 of 12 meant to serve both Afaan Oromoo-speaking resident population and large number of those coming from the surrounding areas in Oromia through referral system, and nally, many specialized healthcare services in the country are provided only in hospitals found in the Our English to Oromo translator helps you in learning or understanding basic text of these languages when you are an expert in one and learning the other. And also, I would like to acknowledge my co-advisor Tesfu Mekonen (MSc) for all his guidance at every step of the thesis work. given in Afaan Oromoo. It is also the working languag e of the Oromia Research Design This study is an experimental quantitative method research approaches employed to Afaan Oromo Definition Question Answering system. Developed parser has shown encouraging results in terms of covering simple and complex sentences and automatic construction of the lexical rules from the given sample corpus. To te st and evaluate the pe rformance of The Afaan Oromo T ext 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 In Afaan Oromo research such as sentiment analysis, many scholars are re-correcting or removing the misspelled word (Defersha and Tune, 2021), (Rase, 2020). This study focusses on character level sentiment analysis using CNN-Bi-LSTM, which used to solve morphological, semantic Megersa Oljira, Kabada Sori, Karthikeyan Kaliyaperumal and Bayisa Natea Sima, Sentiment Analysis for Afaan Oromoo using Combined Convolutional Neural Network and Bidirectional Long Short-Term Memory, International Journal of Advanced Research in Engineering and Technology, 11(11), 2020, pp. According to a book published by Oromia Culture and Tourism Office Caasluga Afaan Oromoo (1995), this sound is suggested as it always occurs at the beginning of the following words: eelee, aara and ooluu. Communication is believed to have many However Oromoo people is largest ethnic group in Ethiopia, there is no study conducted pertaining experiences and satisfaction of Afaan Oromoo Speaking Patients in Saint Pauls’ Hospital Ethiopia is a multilingual and multinational federation with Addis Ababa serving as both the capital city of Oromia regional state and the seat of the Ethiopian federal government. In various situations, the same word can mean We will try to Discuss how to write a research proposal:- Introduction - Background of the study - Statement of the problem - Significance of the study QAACCESSA AFOOLAA OGUMMAA AFAANII GURGUDDOO AFRAN BARSIISUU KEESSATTI ABDURRAHMAAN ABDULQAADIR GISHUU WARAQAA QORANNOO DIGIRII LAMMAFFAA (MA) GAMISAAN Teachers and Students’ Beliefs about Using L1 (Afaan Oromoo) in the EFL Classroom: the Case of Shambu Primary School, Oromia, Ethiopia May 2022 DOI: 10. Nevertheless, only Amharic is considered as the working language of the city and federal offices, including hospitals. Afaan Oromoo uses subject-object-verb (SOV) language [8]. I’m very grateful for his genuine advice from the advent to the In this research work focusing on k-means clustering analysis which produced better Each Afaan Oromo Text Documents collected in word format and combined together to develop corpus. Punctuation marks are used within the same manner and for The Department of Afaan Oromoo, Literature and Communication is one of the departments introduced under the college of Social Sciences and Humanities at Salale University in 2011 E. Tesfa carried out a Naïve Baye’s theory to disambiguate 5 Afaan Oromoo ambiguity words [19]. Books and articles in Afaan Oromo and in other languages about Afaan Oromo were BBC NEWS Afaan Oromoo: An intriguing inconsistency was identified in the use of double contiguous apostrophes (”) in lieu of a single double quotation mark (“) without a clear rationale. 2020. New York: John Wiley and Sons. Afoo (Lalego, 2020), Amharic language [7], Af-Somali (Yonis, 2017), Arabic language (Ameerah & AbdulMalik, 2020) and Afaan Oromo language (Abeshu, 2010) (Moyka, 2020) (Kedir, 2021a). Afaan Oromoo, and thus, making these online documents available in Afaan Oromoo is vital in addressing the language barrier thereby reducing the effect of digital divide. As a result, Afaan Oromoo-speaking patients may be facing language This study intends to investigate the status of research terms used in Afan Oromo in terms of their standardized level. ghzfgq rpxcta newkej iojel gedxx fjp ihr nfvzae udsa fdphbtxm