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Measuring Topics Using Cross-Domain Supervised Learning: Methods and Application to New Zealand Parliament
Research Collection Working Paper Measuring Topics Using Cross-Domain Supervised Learning: Methods and Application to New Zealand Parliament Author(s): Osnabrügge, Moritz; Ash, Elliott; Morelli, Massimo Publication Date: 2020-04 Permanent Link: https://doi.org/10.3929/ethz-b-000414595 Rights / License: In Copyright - Non-Commercial Use Permitted This page was generated automatically upon download from the ETH Zurich Research Collection. For more information please consult the Terms of use. ETH Library Center for Law & Economics Working Paper Series Number 04/2020 Measuring Topics Using Cross-Domain Supervised Learning: Methods and Application to New Zealand Parliament Moritz Osnabrügge Elliott Ash Massimo Morelli April 2020 All Center for Law & Economics Working Papers are available at lawecon.ethz.ch/research/workingpapers.html Measuring Topics Using Cross-Domain Supervised Learning: Methods and Application to New Zealand Parliament∗ Moritz Osnabr¨ugge,y Elliott Ash,z Massimo Morellix April 19, 2020 Abstract This paper studies and assesses a novel method for assigning topics to political texts: cross-domain supervised learning. A machine learning algorithm is trained to classify topics in a labeled source corpus and then applied to extrapolate topics in an unlabeled target corpus. An advantage of the method is that, unlike standard (unsupervised) topic models, the set of assigned topics are interpretable and scientifically meaningful by construction. We demonstrate the method in the case of labeled party manifestos (source corpus) and unlabeled parliamentary speeches (target corpus). Besides the standard cross-validated within-domain error metrics, we further validate the cross- domain performance by labeling a subset of target corpus documents. We find that the classifier assigns topics accurately in the parliamentary speeches, although accuracy varies substantially by topic. -
Unsettling Recovery: Natural Disaster Response and the Politics of Contemporary Settler Colonialism
UNSETTLING RECOVERY: NATURAL DISASTER RESPONSE AND THE POLITICS OF CONTEMPORARY SETTLER COLONIALISM A DISSERTATION SUBMITTED TO THE FACULTY OF THE UNIVERSITY OF MINNESOTA BY STEVEN ANDREW KENSINGER IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY DR. DAVID LIPSET, ADVISER JULY 2019 Steven Andrew Kensinger, 2019 © Acknowledgements The fieldwork on which this dissertation is based was funded by a Doctoral Dissertation Fieldwork Grant No. 8955 awarded by the Wenner-Gren Foundation for Anthropological Research. I also want to thank Dr. Robert Berdahl and the Berdahl family for endowing the Daphne Berdahl Memorial Fellowship which provided funds for two preliminary fieldtrips to New Zealand in preparation for the longer fieldwork period. I also received funding while in the field from the University of Minnesota Graduate School through a Thesis Research Travel Grant. I want to thank my advisor, Dr. David Lipset, and the members of my dissertation committee, Dr. Hoon Song, Dr. David Valentine, and Dr. Margaret Werry for their help and guidance in preparing the dissertation. In the Department of Anthropology at the University of Minnesota, Dr. William Beeman, Dr. Karen Ho, and Dr. Karen-Sue Taussig offered personal and professional support. I am grateful to Dr. Kieran McNulty for offering me a much-needed funding opportunity in the final stages of dissertation writing. A special thanks to my colleagues Dr. Meryl Puetz-Lauer and Dr. Timothy Gitzen for their support and encouragement. Dr. Carol Lauer graciously offered to read and comment on several of the chapters. My fellow graduate students and writing-accountability partners Dr. -
Women in Leadership Commemorative Issue: Selected Conference Papers 1998-2000
Edith Cowan University Research Online ECU Publications Pre. 2011 2001 Women in leadership commemorative issue: selected conference papers 1998-2000 Adrianne Kinnear Lelia Green Follow this and additional works at: https://ro.ecu.edu.au/ecuworks Part of the Women's Studies Commons Kinnear, A. & Green, L. (2001). Women in leadership commemorative issue: selected conference papers 1998-2000. Perth, Australia: Edith Cowan University. This Conference Proceeding is posted at Research Online. https://ro.ecu.edu.au/ecuworks/6994 Edith Cowan University Copyright Warning You may print or download ONE copy of this document for the purpose of your own research or study. The University does not authorize you to copy, communicate or otherwise make available electronically to any other person any copyright material contained on this site. You are reminded of the following: Copyright owners are entitled to take legal action against persons who infringe their copyright. A reproduction of material that is protected by copyright may be a copyright infringement. Where the reproduction of such material is done without attribution of authorship, with false attribution of authorship or the authorship is treated in a derogatory manner, this may be a breach of the author’s moral rights contained in Part IX of the Copyright Act 1968 (Cth). Courts have the power to impose a wide range of civil and criminal sanctions for infringement of copyright, infringement of moral rights and other offences under the Copyright Act 1968 (Cth). Higher penalties may apply, and higher damages may be awarded, for offences and infringements involving the conversion of material into digital or electronic form. -
"Unfair" Trade?
A Service of Leibniz-Informationszentrum econstor Wirtschaft Leibniz Information Centre Make Your Publications Visible. zbw for Economics Garcia, Martin; Baker, Astrid Working Paper Anti-dumping in New Zealand: A century of protection from "unfair" trade? NZ Trade Consortium Working Paper, No. 39 Provided in Cooperation with: New Zealand Institute of Economic Research (NZIER), Wellington Suggested Citation: Garcia, Martin; Baker, Astrid (2005) : Anti-dumping in New Zealand: A century of protection from "unfair" trade?, NZ Trade Consortium Working Paper, No. 39, New Zealand Institute of Economic Research (NZIER), Wellington This Version is available at: http://hdl.handle.net/10419/66072 Standard-Nutzungsbedingungen: Terms of use: Die Dokumente auf EconStor dürfen zu eigenen wissenschaftlichen Documents in EconStor may be saved and copied for your Zwecken und zum Privatgebrauch gespeichert und kopiert werden. personal and scholarly purposes. Sie dürfen die Dokumente nicht für öffentliche oder kommerzielle You are not to copy documents for public or commercial Zwecke vervielfältigen, öffentlich ausstellen, öffentlich zugänglich purposes, to exhibit the documents publicly, to make them machen, vertreiben oder anderweitig nutzen. publicly available on the internet, or to distribute or otherwise use the documents in public. Sofern die Verfasser die Dokumente unter Open-Content-Lizenzen (insbesondere CC-Lizenzen) zur Verfügung gestellt haben sollten, If the documents have been made available under an Open gelten abweichend von diesen Nutzungsbedingungen -
New Zealand's Green Party and Foreign Troop Deployments: Views, Values and Impacts
New Zealand's Green Party and Foreign Troop Deployments: Views, Values and Impacts By Simon Beuse A Thesis Submitted to the Victoria University of Wellington in Fulfilment of the Requirements for the Degree of Master of Arts in Political Science School of History, Philosophy, Political Science and International Relations Victoria University of Wellington 2010 Content List of Abbreviations .................................................................................................................. 3 1 Introduction ......................................................................................................................... 5 2 New Zealand‘s Foreign Affairs .......................................................................................... 9 2.1 Public Perceptions ....................................................................................................... 9 2.2 History ....................................................................................................................... 10 2.3 Key Relationships ...................................................................................................... 11 2.4 The Nuclear Issue ...................................................................................................... 12 2.5 South Pacific .............................................................................................................. 14 2.6 Help in Numbers: The United Nations ...................................................................... 15 2.7 Defence Reform 2000 -
Phd Literature Review
Measuring Media Coverage of Electricity Public Policy in New Zealand for the period 2006-2007 : A new approach Jeanette Susan Elley A thesis submitted to Auckland University of Technology in fulfillment of the requirements for the degree of Doctor of Philosophy (PhD) 2014 Institute of Public Policy Faculty of Culture and Society Primary Supervisor : Marilyn J. Waring Second Supervisor: L. Grant Duncan Contents Contents 2 List of Figures 5 List of Tables 10 List of Example Articles 11 Attestation of Authorship 12 Acknowledgements 13 Abstract 14 Chapter 1 – Introduction 16 1.1 Overview 16 1.2 Fields of Investigation 20 1.3 Chapter Guide 23 Chapter 2 – Literature Review 24 2.1 Introduction 24 2.2 Media Context 24 2.3 Political Economy and Electricity 53 2.4 Comparable Studies 83 2.5 Conclusion 100 Chapter 3 – Categorisation Framework 102 3.1 Introduction 102 3.2 Constructing the Categorisation Framework 103 3.3 Issues Affecting the Electricity Sector 119 3.4 Combined Influences on Electricity Sector Policy 126 3.5 Comparisons with Other Models 128 3.6 Conclusion 140 2 Chapter 4 – Research Design 142 4.1 Introduction 142 4.2 Methodology 144 4.3 Research Process 159 4.4 Categorisation 181 4.5 Key Indicators 213 4.6 Processing Features 227 4.7 Article Selection 256 4.8 Conclusion 272 Chapter 5 – Data 273 5.1 Overview 273 5.2 Topic Set Results 279 5.3 Case Study Results 309 5.4 Parameter Set Results 328 5.5 Conclusion 351 Chapter 6 – Discussion 355 6.1 Introduction 355 6.2 Addressing Thesis Questions 356 6.3 Case Study Analysis 363 6.4 Other -
Māori and Aboriginal Women in the Public Eye
MĀORI AND ABORIGINAL WOMEN IN THE PUBLIC EYE REPRESENTING DIFFERENCE, 1950–2000 MĀORI AND ABORIGINAL WOMEN IN THE PUBLIC EYE REPRESENTING DIFFERENCE, 1950–2000 KAREN FOX THE AUSTRALIAN NATIONAL UNIVERSITY E PRESS E PRESS Published by ANU E Press The Australian National University Canberra ACT 0200, Australia Email: [email protected] This title is also available online at http://epress.anu.edu.au National Library of Australia Cataloguing-in-Publication entry Author: Fox, Karen. Title: Māori and Aboriginal women in the public eye : representing difference, 1950-2000 / Karen Fox. ISBN: 9781921862618 (pbk.) 9781921862625 (ebook) Notes: Includes bibliographical references and index. Subjects: Women, Māori--New Zealand--History. Women, Aboriginal Australian--Australia--History. Women, Māori--New Zealand--Social conditions. Women, Aboriginal Australian--Australia--Social conditions. Indigenous women--New Zealand--Public opinion. Indigenous women--Australia--Public opinion. Women in popular culture--New Zealand. Women in popular culture--Australia. Indigenous peoples in popular culture--New Zealand. Indigenous peoples in popular culture--Australia. Dewey Number: 305.4880099442 All rights reserved. No part of this publication may be reproduced, stored in a retrieval system or transmitted in any form or by any means, electronic, mechanical, photocopying or otherwise, without the prior permission of the publisher. Cover image: ‘Maori guide Rangi at Whakarewarewa, New Zealand, 1935’, PIC/8725/635 LOC Album 1056/D. National Library of Australia, Canberra. Cover design and layout by ANU E Press Printed by Griffin Press This edition © 2011 ANU E Press Contents Acknowledgements . vii Abbreviations . ix Illustrations . xi Glossary of Māori Words . xiii Note on Usage . xv Introduction . 1 Chapter One . -
What the New Zealand Bill of Rights Act Aimed to Do, Why It Did Not Succeed and How It Can Be Repaired
169 WHAT THE NEW ZEALAND BILL OF RIGHTS ACT AIMED TO DO, WHY IT DID NOT SUCCEED AND HOW IT CAN BE REPAIRED Sir Geoffrey Palmer* This article, by the person who was the Minister responsible for the introduction and passage of the New Zealand Bill of Rights Act 1990, reviews 25 years of experience New Zealand has had with the legislation. The NZ Bill of Rights Act does not constitute higher law or occupy any preferred position over any other statute. As the article discusses, the status of the NZ Bill of Rights Act has meant that while the Bill of Rights has had positive achievements, it has not resulted in the transformational change that propelled the initial proposal for an entrenched, supreme law bill of rights in the 1980s. In the context of an evolving New Zealand society that is becoming ever more diverse, more reliable anchors are needed to ensure that human rights are protected, the article argues. The article discusses the occasions upon which the NZ Bill of Rights has been overridden and the recent case where for the first time a declaration of inconsistency was made by the High Court in relation to a prisoner’s voting rights. In particular, a softening of the doctrine of parliamentary sovereignty, as it applies in the particular conditions of New Zealand’s small unicameral legislature, is called for. There is no adequate justification for maintaining the unrealistic legal fiction that no limits can be placed on the manner in which the New Zealand Parliament exercises its legislative power. -
The 'Manufacture' of News in Teh 1993 New Zealand General Election
Copyright is owned by the Author of the thesis. Permission is given for a copy to be downloaded by an individual for the purpose of research and private study only. The thesis may not be reproduced elsewhere without the permission of the Author. The "Manufacture" of News in the New Zealand General Election 1993 A thesis presenteJ in partial fulfilment of the requirements for the degree of PhD in Human Resource Management at Massey University Judith Helen McGregor 1995 ACKNOWLEDGEMENTS I would like to thank my supervisors, Associate Professor Fra11k Sligo and Professor Philip Dewe, for their continued support and assistance during the research project. The study would not have been possible without the help of Annette King, the Member of Parliament for Miramar, and the former Labour leader, Mike Moore, who allowed me inside their organizations. Annette King allowed me to use her as an action research "guinea pig" and her enthusiasm for the project motivated me throughout the research. Sue Foley and Paul Jackrnan, Mr Moore's press secretaries, provided valuable feedback and explained the context of much of the election campaign roadshow. Thanks must go, too, to Lloyd Falck, Labour Party strategist and research adviser to the Leader of the Opposition. Piet de Jong, Liz Brook and Alister Browne all helped with the action research in Miramar. Dr Ted Drawneek provided invaluable help with data analysis in the content analysis sections of the research and I acknowledge the secretarial assistance of Christine Smith. I am grateful to John Harvey for his advice about contemporary journalism and for his unstinting encouragement and support. -
Milestones in NZ Sexual Health Compiled by Margaret Sparrow
MILESTONES IN NEW ZEALAND SEXUAL HEALTH by Dr Margaret Sparrow For The Australasian Sexual Health Conference Christchurch, New Zealand, June 2003 To celebrate The 25th Annual General Meeting of the New Zealand Venereological Society And The 25 years since the inaugural meeting of the Society in Wellington on 4 December 1978 And The 15th anniversary of the incorporation of the Australasian College of Sexual Health Physicians on 23 February 1988 TABLE OF CONTENTS Pg Acknowledgments 3 Foreword 4 Glossary of abbreviations 5 Chapter 1 Chronological Synopsis of World Events 7 Chapter 2 New Zealand: Milestones from 1914 to the Present 11 Chapter 3 Dr Bill Platts MBE (1909-2001) 25 Chapter 4 The New Zealand Venereological Society 28 Chapter 5 The Australasian College 45 Chapter 6 International Links 53 Chapter 7 Health Education and Health Promotion 57 Chapter 8 AIDS: Milestones Reflected in the Media 63 Postscript 69 References 70 2 ACKNOWLEDGMENTS Dr Ross Philpot has always been a role model in demonstrating through his own publications the importance of historical records. Dr Janet Say was as knowledgeable, helpful and encouraging as ever. I drew especially on her international experience to help with the chapter on our international links. Dr Heather Lyttle, now in Perth, greatly enhanced the chapter on Dr Bill Platts with her personal reminiscences. Dr Gordon Scrimgeour read the chapter on the NZVS and remembered some things I had forgotten. I am grateful to John Boyd who some years ago found a copy of “The Shadow over New Zealand” in a second hand bookstore in Wellington. Dr Craig Young kindly read the first three chapters and made useful suggestions. -
Hearing Ourselves: Globalisation, the State, Local Content and New Zealand Radio
HEARING OURSELVES: GLOBALISATION, THE STATE, LOCAL CONTENT AND NEW ZEALAND RADIO A thesis submitted in fulfilment of the requirements for the degree of Master of Arts in Sociology at the University of Canterbury by Zita Joyce University of Canterbury 2002 ii Abstract _____________________________________________________________________ Local music content on New Zealand radio has increased markedly in the years between 1997, when content monitoring began, and January 2002. Several factors have contributed to this increase, including a shift in approach from musicians themselves, and the influence of a new generation of commercial radio programmers. At the heart of the process, however, are the actions of the New Zealand State in the field of cultural production. The deregulation of the broadcasting industry in 1988 contributed to an apparent decline in local music content on radio. However, since 1997 the State has attempted to encourage development of a more active New Zealand culture industry, including popular music. Strategies directed at encouraging cultural production in New Zealand have positioned popular music as a significant factor in the development and strengthening of ‘national’ or ‘cultural’ identity in resistance to the cultural pressures of globalisation. This thesis focuses on the issue of airtime for New Zealand popular music on commercial radio, and examines the relationship between popular music and national identity. The access of New Zealand popular music to airtime on commercial radio is explored through analysis of airplay rates and other music industry data, and a small number of in-depth interviews with radio programmers and other people active in the industry. A considerable amount of control over the kinds of music supported and produced in New Zealand lies with commercial radio programmers. -
Learning by Design: Full Text
Macmillan Brown Library Learning by Design: Full Text Introduction Learning by Design: Building Canterbury College in the city 1873-1973 An illustrated history inspired by the Armson Collins Architectural Drawings Collection The buildings that form the original town site of the University of Canterbury, once known as Canterbury College, are far more than just bricks and mortar. They are no less than the building blocks of our institution, in which we may find stories of staff and students, of education and recreation, and of service to community. Although the first site of Canterbury College is no longer formally attached to the University, the buildings continue to serve the wider community as the Arts Centre, and in the hearts of many former students and staff they still represent a place where minds and lives were forever changed. ‘Learning by Design’ is a visual history of the building of Canterbury College from its humble foundation in 1873, through the College’s evolution into a University with ivy-clad cloisters, and finally to the gifting of the town site to the people of Christchurch in 1973. The inspiration for this exhibition came from the visionary designs for many of the College buildings which may be found in the Armson Collins Architectural Drawings Collection. A project to digitize the Armson Collins Collection in 2012 has slowly illuminated a rich source of historical documents which show how much of Canterbury College was conceived and constructed. By connecting the architectural drawings to the wealth of archives, photos, and books in the University Library’s collections, this exhibition highlights how architecture, education, and community combined to create Canterbury College.