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Automatic Identification of Arabic Language Varieties and Dialects in Social Media
Automatic Identification of Arabic Language Varieties and Dialects in Social Media Fatiha Sadat Farnazeh Kazemi Atefeh Farzindar University of Quebec in NLP Technologies Inc. NLP Technologies Inc. Montreal, 201 President Ken- 52 Le Royer Street W., 52 Le Royer Street W., nedy, Montreal, QC, Canada Montreal, QC, Canada Montreal, QC, Canada [email protected] [email protected] [email protected] Abstract Modern Standard Arabic (MSA) is the formal language in most Arabic countries. Arabic Dia- lects (AD) or daily language differs from MSA especially in social media communication. However, most Arabic social media texts have mixed forms and many variations especially be- tween MSA and AD. This paper aims to bridge the gap between MSA and AD by providing a framework for AD classification using probabilistic models across social media datasets. We present a set of experiments using the character n-gram Markov language model and Naive Bayes classifiers with detailed examination of what models perform best under different condi- tions in social media context. Experimental results show that Naive Bayes classifier based on character bi-gram model can identify the 18 different Arabic dialects with a considerable over- all accuracy of 98%. 1 Introduction Arabic is a morphologically rich and complex language, which presents significant challenges for nat- ural language processing and its applications. It is the official language in 22 countries spoken by more than 350 million people around the world1. Moreover, the Arabic language exists in a state of diglossia where the standard form of the language, Modern Standard Arabic (MSA) and the regional dialects (AD) live side-by-side and are closely related (Elfardy and Diab, 2013). -
Phonological Variation and Change in Mesopotamiaː
Phonological variation and change in Mesopotamiaː A study of accent levelling in the Arabic dialect of Mosul. Abdulkareem Yaseen Ahmed Thesis submitted to the Faculty of Humanities, Arts and Social Sciences in accordance with the requirements for the degree of Doctor of Philosophy (Linguistics) School of Education, Communication and Language Sciences Newcastle University October 2018 Dedication To My Heart, soul & life Hussein, Yaseen & Yousif Acknowledgements Firstly, I would like to express my sincere gratitude to my supervisors Dr Ghada Khattab and Dr Damien Hall for their continuous support of my PhD study and related research, for their patience, honesty and immense knowledge. Their guidance over the last few years helped me in all the time of research and writing of this thesis. I would like to thank the following people for their kind support and help throughout my study: Dr Jalal Al-Tamimi and Dr Danielle Turton for their very helpful comments and suggestions on various things of the study. I would also like to thank Daniel Ezra Johnson for his support in conducting the statistics in this study. My sincere thanks to my colleague Maha Jasim who helped in many things especially checking the segmentation of the data. Very special ‘Merci’ goes to Maelle Amand for her immense help. I would also to thank all the people of Mosul and others who helped in various capacities in this study, particularly Ahmed Salama, Khalid Ibrahim Alahmed and Ekhlas Muhsin and Dhiaa Kareem. An everlasting ‘Thank You’ goes to Rosalie Maggio, Janet Atwill and Annabelle Lukin. I would also like to acknowledge the support of HCED (Iraq) for sponsoring my studies, without which this work would not have been possible. -
“The Overuse of Italian Loanwords in the Daily Speech of Tripoli University Students: the Impact of Gender and Residential Place”
العدد العشرون تاريخ اﻹصدار: 2 – ُحزيران – 2020 م ISSN: 2663-5798 www.ajsp.net “The Overuse of Italian Loanwords in the Daily Speech of Tripoli University Students: the Impact of Gender and Residential Place” Prepared by Jalal Al Dain Y. Abidah, English Dept., Faculty of Education - Janzour, Tripoli University 19 Arab Journal for Scientific Publishing (AJSP) ISSN: 2663-5798 العدد العشرون تاريخ اﻹصدار: 2 – ُحزيران – 2020 م ISSN: 2663-5798 www.ajsp.net Abstract The study tries to explore the impact of social factors of gender and residential place on the use of Italian loanwords by Libyan university students (using Tripoli University as an example) and how the mentioned social factors affect their daily speech. To answer the questions of the study, a sample of 60 Tripoli university students are selected randomly in the campus (A) of University of Tripoli. They were divided into two groups according to their Gender and residential place. In order to collect data, a questionnaire was developed for this purpose. It generated data regarding the use of 150 Italian loanwords by both groups. The mean of using Italian loanwords in both groups was analyzed and computed using SPSS. However, the study reveals the impact of residential area where Italian loanwords were more incorporated by rural students than urbanites. The results of the study revealed that there was a significant statistical difference at (α≤0.05) among the means of both groups regarding the use of Italian loanwords in daily speech due to residential area. In contrasts, gender emerges as insignificant. Keyword Italian loanwords, Colloquial Arabic, Gender, Libya. -
A Sociolinguistic View of "Hazl" in the Andalusian Arabic "Muwashshaḥ
A Sociolinguistic View of "hazl" in the Andalusian Arabic "muwashshaḥ" Author(s): David Hanlon Source: Bulletin of the School of Oriental and African Studies, University of London, Vol. 60, No. 1 (1997), pp. 35-46 Published by: Cambridge University Press on behalf of School of Oriental and African Studies Stable URL: http://www.jstor.org/stable/620768 Accessed: 31-08-2015 13:05 UTC Your use of the JSTOR archive indicates your acceptance of the Terms & Conditions of Use, available at http://www.jstor.org/page/ info/about/policies/terms.jsp JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact [email protected]. Cambridge University Press and School of Oriental and African Studies are collaborating with JSTOR to digitize, preserve and extend access to Bulletin of the School of Oriental and African Studies, University of London. http://www.jstor.org This content downloaded from 163.10.30.70 on Mon, 31 Aug 2015 13:05:02 UTC All use subject to JSTOR Terms and Conditions A sociolinguisticview of hazl in the Andalusian Arabic muwashshah DAVID HANLON BirkbeckCollege, London The documented history of the theory of the muwashshah and one of its constituent parts, the kharja, spans almost 800 years: from Ibn Sana' al-Mulk (d. 608/1211) to the present day. Apologists for the various theories broadly belong to one of two schools, which for the sake of convenience I shall label 'integralist' and 'partialist'. -
Christians and Jews in Muslim Societies
Arabic and its Alternatives Christians and Jews in Muslim Societies Editorial Board Phillip Ackerman-Lieberman (Vanderbilt University, Nashville, USA) Bernard Heyberger (EHESS, Paris, France) VOLUME 5 The titles published in this series are listed at brill.com/cjms Arabic and its Alternatives Religious Minorities and Their Languages in the Emerging Nation States of the Middle East (1920–1950) Edited by Heleen Murre-van den Berg Karène Sanchez Summerer Tijmen C. Baarda LEIDEN | BOSTON Cover illustration: Assyrian School of Mosul, 1920s–1930s; courtesy Dr. Robin Beth Shamuel, Iraq. This is an open access title distributed under the terms of the CC BY-NC 4.0 license, which permits any non-commercial use, distribution, and reproduction in any medium, provided no alterations are made and the original author(s) and source are credited. Further information and the complete license text can be found at https://creativecommons.org/licenses/by-nc/4.0/ The terms of the CC license apply only to the original material. The use of material from other sources (indicated by a reference) such as diagrams, illustrations, photos and text samples may require further permission from the respective copyright holder. Library of Congress Cataloging-in-Publication Data Names: Murre-van den Berg, H. L. (Hendrika Lena), 1964– illustrator. | Sanchez-Summerer, Karene, editor. | Baarda, Tijmen C., editor. Title: Arabic and its alternatives : religious minorities and their languages in the emerging nation states of the Middle East (1920–1950) / edited by Heleen Murre-van den Berg, Karène Sanchez, Tijmen C. Baarda. Description: Leiden ; Boston : Brill, 2020. | Series: Christians and Jews in Muslim societies, 2212–5523 ; vol. -
The Historical Development of the Maltese Plural Suffixes -Iet and -(I)Jiet Having Spent the Last Millennium in Close Contact Wi
The historical development of the Maltese plural suffixes -iet and -(i)jiet Having spent the last millennium in close contact with several Indo-European languages, Maltese, the modern descendant of Siculo-Arabic (Brincat 2011), possesses various pluralization strategies. In this paper I explore the historical development of two such strategies of Semitic- origin: the suffixes -iet and -(i)jiet (e.g. papa ‘pope’, pl. papiet; omm ‘mother’, pl. ommijiet). Specialists agree that both suffixes originated from the Arabic plural suffix -āt (Borg 1976; Mifsud 1995); however, no research has explained the development of -(i)jiet, nor connected its development to that of -iet. I argue that the development of -(i)jiet was driven by the influx of i- final words which resulted from contact with Italian: Maltese speakers affixed -iet to such words, triggering a glide-epenthesis that occurs elsewhere in Maltese (e.g. Mifsud 1996: 34) and in other varieties of Arabic (e.g. Erwin 1963; Cowell 1964; Owens 1984; Harrell 2004). With a large number of plurals now ending in ijiet, speakers reanalyzed this sequence as a unique plural suffix and began applying it to new non-i-final words as well. Since only Maltese experienced this influx of i-final words, it was only in Maltese that speakers reanalyzed this sequence as a separate suffix. Additionally, I argue against an explanation of the development of -(i)jiet that does not rely on epenthesis. With regard to the suffix -iet, I argue that two properties unique to it – the obligatory omission of stem-final vowels upon pluralization, and the near-universal tendency to pluralize only a-final words – emerged from a separate reanalysis of the pluralization of collective nouns that reflects a general weakening of the Semitic element in Maltese under Indo-European contact. -
Different Dialects of Arabic Language
e-ISSN : 2347 - 9671, p- ISSN : 2349 - 0187 EPRA International Journal of Economic and Business Review Vol - 3, Issue- 9, September 2015 Inno Space (SJIF) Impact Factor : 4.618(Morocco) ISI Impact Factor : 1.259 (Dubai, UAE) DIFFERENT DIALECTS OF ARABIC LANGUAGE ABSTRACT ifferent dialects of Arabic language have been an Dattraction of students of linguistics. Many studies have 1 Ali Akbar.P been done in this regard. Arabic language is one of the fastest growing languages in the world. It is the mother tongue of 420 million in people 1 Research scholar, across the world. And it is the official language of 23 countries spread Department of Arabic, over Asia and Africa. Arabic has gained the status of world languages Farook College, recognized by the UN. The economic significance of the region where Calicut, Kerala, Arabic is being spoken makes the language more acceptable in the India world political and economical arena. The geopolitical significance of the region and its language cannot be ignored by the economic super powers and political stakeholders. KEY WORDS: Arabic, Dialect, Moroccan, Egyptian, Gulf, Kabael, world economy, super powers INTRODUCTION DISCUSSION The importance of Arabic language has been Within the non-Gulf Arabic varieties, the largest multiplied with the emergence of globalization process in difference is between the non-Egyptian North African the nineties of the last century thank to the oil reservoirs dialects and the others. Moroccan Arabic in particular is in the region, because petrol plays an important role in nearly incomprehensible to Arabic speakers east of Algeria. propelling world economy and politics. -
Arabic Sociolinguistics: Topics in Diglossia, Gender, Identity, And
Arabic Sociolinguistics Arabic Sociolinguistics Reem Bassiouney Edinburgh University Press © Reem Bassiouney, 2009 Edinburgh University Press Ltd 22 George Square, Edinburgh Typeset in ll/13pt Ehrhardt by Servis Filmsetting Ltd, Stockport, Cheshire, and printed and bound in Great Britain by CPI Antony Rowe, Chippenham and East bourne A CIP record for this book is available from the British Library ISBN 978 0 7486 2373 0 (hardback) ISBN 978 0 7486 2374 7 (paperback) The right ofReem Bassiouney to be identified as author of this work has been asserted in accordance with the Copyright, Designs and Patents Act 1988. Contents Acknowledgements viii List of charts, maps and tables x List of abbreviations xii Conventions used in this book xiv Introduction 1 1. Diglossia and dialect groups in the Arab world 9 1.1 Diglossia 10 1.1.1 Anoverviewofthestudyofdiglossia 10 1.1.2 Theories that explain diglossia in terms oflevels 14 1.1.3 The idea ofEducated Spoken Arabic 16 1.2 Dialects/varieties in the Arab world 18 1.2. 1 The concept ofprestige as different from that ofstandard 18 1.2.2 Groups ofdialects in the Arab world 19 1.3 Conclusion 26 2. Code-switching 28 2.1 Introduction 29 2.2 Problem of terminology: code-switching and code-mixing 30 2.3 Code-switching and diglossia 31 2.4 The study of constraints on code-switching in relation to the Arab world 31 2.4. 1 Structural constraints on classic code-switching 31 2.4.2 Structural constraints on diglossic switching 42 2.5 Motivations for code-switching 59 2. -
University of Lo Ndo N Soas the Umayyad Caliphate 65-86
UNIVERSITY OF LONDON SOAS THE UMAYYAD CALIPHATE 65-86/684-705 (A POLITICAL STUDY) by f Abd Al-Ameer 1 Abd Dixon Thesis submitted for the degree of Doctor of Philoso] August 1969 ProQuest Number: 10731674 All rights reserved INFORMATION TO ALL USERS The quality of this reproduction is dependent upon the quality of the copy submitted. In the unlikely event that the author did not send a com plete manuscript and there are missing pages, these will be noted. Also, if material had to be removed, a note will indicate the deletion. uest ProQuest 10731674 Published by ProQuest LLC(2017). Copyright of the Dissertation is held by the Author. All rights reserved. This work is protected against unauthorized copying under Title 17, United States C ode Microform Edition © ProQuest LLC. ProQuest LLC. 789 East Eisenhower Parkway P.O. Box 1346 Ann Arbor, Ml 48106- 1346 2. ABSTRACT This thesis is a political study of the Umayyad Caliphate during the reign of f Abd a I -M a lik ibn Marwan, 6 5 -8 6 /6 8 4 -7 0 5 . The first chapter deals with the po litical, social and religious background of ‘ Abd al-M alik, and relates this to his later policy on becoming caliph. Chapter II is devoted to the ‘ Alid opposition of the period, i.e . the revolt of al-Mukhtar ibn Abi ‘ Ubaid al-Thaqafi, and its nature, causes and consequences. The ‘ Asabiyya(tribal feuds), a dominant phenomenon of the Umayyad period, is examined in the third chapter. An attempt is made to throw light on its causes, and on the policies adopted by ‘ Abd al-M alik to contain it. -
Orienting Questions for the Early Caliphate
TheThe longlong ShiShi’’ii CenturyCentury Shrine of ‘Ali at Kerbala AfterAfter thethe AbbasidsAbbasids TheThe newnew shapeshape ofof thethe caliphatecaliphate EconomicEconomic transformationstransformations –– iqtaiqta systemsystem TheThe militarymilitary –– ghulamghulam ConversionConversion ReligiousReligious factionalismfactionalism FromFrom ‘‘AlidsAlids toto ShiShi’’aa TheThe threethree typestypes –– IsmailiIsmaili (7ers),(7ers), ImamiImami (12ers),(12ers), ZaydisZaydis FromFrom ‘‘AlidsAlids toto ShiShi’’aa (cont.)(cont.) NotionNotion ofof thethe ImamateImamate OccultationOccultation ((ghaybaghayba)) andand thethe mahdimahdi ShiiteShiite specificspecific doctrinesdoctrines SunniSunni identityidentity inin oppositionopposition –– AbbasidAbbasid caliphalcaliphal supportsupport (al(al--QadirQadir r.r. 991991--1031)1031) andand thethe GhaznavidsGhaznavids TheThe ShiiteShiite DynastiesDynasties BuyidsBuyids (12er?)(12er?) HamdanidsHamdanids (12er)(12er) QarmatiansQarmatians ((IsmailiIsmaili –– nono mahdimahdi)) FatimidsFatimids ((IsmailiIsmaili -- mahdimahdi)) TheThe BuyidsBuyids (930s(930s--1040s)1040s) OriginsOrigins inin DaylamDaylam ThreeThree kingdomskingdoms –– BaghdadBaghdad (Iraq),(Iraq), Fars,Fars, RayyRayy andand alal--JibalJibal RoleRole ofof thethe wizirwizir andand statusstatus asas amiramir alal- - umaraumara ’’ FederationFederation oror Empire?Empire? MilitaryMilitary rulerule byby ethnicethnic outsidersoutsiders ‘‘AdudAdud alal--DawlaDawla (d.(d. 983)983) TheThe problematicproblematic worldworld ofof -
Emerged from Antiquity As an All-Jewish Possession, Together with Is Interesting
7+ Yiddish in the Framework of OtherJewish Languages Yiddish in the Framework of OtherJewish Languages there discoverable threads extending lrom these three linguistic groups "Arabic" as a native tongue amongJews (in z.rr.I it will become to the ancient Parsic? These questions have not yet been touched by cle ar why it is more appropriate to spe ak of a separate Jewish language scholarship. with Arabic stock, which.may be called Yahudic) is current among a 2.ro The sunset of Targumic as the spoken language of a major much larger group. On the eve of World War II the number of Yahudic Jewish community came with the rise of the Arabs (z.r.r). A survey of speakers was estimated at about seven hundred thousand. Of course, we the linguistic condition of the Jews up to the Arab period is therefore in have no statistics on the Gaonic period, but by no means can the current place. figure give us any idea of the proportion and the dynamics of Yahudic The frontal attack of Hellenism on Jewish culture failed; but at least in former years. By virtue of the Arab conquests, Yahudic was firmly it was historical drama on a large scaie, and visible signs olJaphet's established in Yemen, Babylonia, Palestine, and all of North Africa, beauty remained in the tents of Shem, to use a stock phrase so popular from Egypt to the Atlantic; even Sicily and southern Italy, which as a in the Haskalah period. Nor will we leave Persian out of consideration rule should be included in the Yavanic culture area (z.I 2 ), were at times in the overall picture ofJewish subcultures, although the phenomenon considerably influenced by North Africa. -
Application of the Comparative Method to Morpheme-Final Nasals in Nivkh Halm, R
Application of the Comparative Method to Morpheme-Final Nasals in Nivkh Halm, R. & Slater, J. Application of the Comparative Method to Morpheme-Final Nasals in Nivkh Robert Halm 1 Bloomington, IN, USA Jay Slater Pittsburgh, PA, USA Following up on recent work, we consider morpheme-final nasals in the Nivkh language family of northeast Asia using the Standard Comparative Method, and attempt to reconstruct the inventory and morphophonemic behavior of morpheme-final nasal phonemes in Proto-Nivkh (PN). Previous work has pointed towards PN nasals at four loci, /*m/, /*n/, /*ɲ/, /*ŋ/, of which at least /*ŋ/ could be phonemically either “strong”, triggering fricatives to surface across morpheme juncture, or “weak”, triggering plosives to surface; with weak /*ŋ/ place-assimilating to following plosives across morpheme juncture, and weak /*n/ and weak /*ŋ/ elided in the Amur and West Sakhalin lects. However, with the benefit of more and better data than were available to previous authors, we find instead that elision must have been conditioned by a feature other than the strong-weak contrast (provisionally, length), but which interacted with the strong-weak contrast (“short” strong nasals were inextant), and that this “length” contrast also conditioned assimilation or non-assimilation of final /*ŋ/ (only “short” weak /*ŋ/ assimilated, not “long” weak /*ŋ/). We confirm that the strong-weak morphophonemic contrast existed for at least /*m/, /*ɲ/, and /*ŋ/ (rather than only for /*ŋ/), and the “length” contrast for /*n/ as well as /*ŋ/. Keywords: Nivkh, Gilyak, Proto-Nivkh, nasal, Comparative Method 1 Address correspondence to: [email protected] Kansas Working Papers in Linguistics 1 Application of the Comparative Method to Morpheme-Final Nasals in Nivkh Halm, R.