Secular Stagnation Meets the Headwinds1
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4€€€€An Encyclopedia with Breaking News
Wikipedia @ 20 • ::Wikipedia @ 20 4 An Encyclopedia with Breaking News Brian Keegan Published on: Oct 15, 2020 Updated on: Nov 16, 2020 License: Creative Commons Attribution 4.0 International License (CC-BY 4.0) Wikipedia @ 20 • ::Wikipedia @ 20 4 An Encyclopedia with Breaking News Wikipedia’s response to the September 11 attacks profoundly shaped its rules and identity and illuminated a new strategy for growing the project by coupling the supply and demand for information about news. Wikipedia’s breaking news collaborations offer lessons for hardening other online platforms against polarization, disinformation, and other sociotechnical sludge. The web was a very different place for news in the United States between 2001 and 2006. The hanging chads from the 2000 presidential election, the spectacular calamity of 9/11, the unrepentant lies around Operation Iraqi Freedom, and the campy reality television featuring Donald Trump were all from this time. The burst of the dot-com bubble and corporate malfeasance of companies like Enron dampened entrepreneurial spirits, news publishers were optimistically sharing their stories online without paywalls, and blogging was heralded as the future of technology-mediated accountability and participatory democracy. “You” was Time Magazine’s Person of the Year in 2006 because “Web 2.0” platforms like YouTube, MySpace, and Second Life had become tools for “bringing together the small contributions of millions of people and making them matter.”1 Wikipedia was a part of this primordial soup, predating news-feed-mediated engagement, recommender-driven polarization, politicized content moderation, and geopolitical disinformation campaigns. From very early in its history, Wikipedia leveraged the supply and demand for information about breaking news and current events into strategies that continue to sustain this radical experiment in online peer production. -
Modeling and Analyzing Latency in the Memcached System
Modeling and Analyzing Latency in the Memcached system Wenxue Cheng1, Fengyuan Ren1, Wanchun Jiang2, Tong Zhang1 1Tsinghua National Laboratory for Information Science and Technology, Beijing, China 1Department of Computer Science and Technology, Tsinghua University, Beijing, China 2School of Information Science and Engineering, Central South University, Changsha, China March 27, 2017 abstract Memcached is a widely used in-memory caching solution in large-scale searching scenarios. The most pivotal performance metric in Memcached is latency, which is affected by various factors including the workload pattern, the service rate, the unbalanced load distribution and the cache miss ratio. To quantitate the impact of each factor on latency, we establish a theoretical model for the Memcached system. Specially, we formulate the unbalanced load distribution among Memcached servers by a set of probabilities, capture the burst and concurrent key arrivals at Memcached servers in form of batching blocks, and add a cache miss processing stage. Based on this model, algebraic derivations are conducted to estimate latency in Memcached. The latency estimation is validated by intensive experiments. Moreover, we obtain a quantitative understanding of how much improvement of latency performance can be achieved by optimizing each factor and provide several useful recommendations to optimal latency in Memcached. Keywords Memcached, Latency, Modeling, Quantitative Analysis 1 Introduction Memcached [1] has been adopted in many large-scale websites, including Facebook, LiveJournal, Wikipedia, Flickr, Twitter and Youtube. In Memcached, a web request will generate hundreds of Memcached keys that will be further processed in the memory of parallel Memcached servers. With this parallel in-memory processing method, Memcached can extensively speed up and scale up searching applications [2]. -
How Secular Is the Current Economic Stagnation?
How secular is the current economic stagnation? Maria Roubtsova ∗ September 30, 2016 Abstract From the burst of the dotcom bubble in 2000, until the global financial crisis that started in August 2007, the global economy was growing. During that phase, macroe- conomics went through an era of general optimism around the idea of having reached a great moderation, with high steady growth and low stable inflation. Central bankers thought they managed to dampen the economic cycles. This era came to an end fol- lowing the meltdown which started with the global financial crisis of 2007. And as among economic agents, macroeconomists’ general state of mind went from optimism to pessimism. Almost ten years since the beginning of the crisis, growth is not back to its pre-crisis trends. Therefore, macroeconomists are debating the notion of a secular stagnation. Is the economy on a long-term stagnation trend, if so, for what reasons, and how to address this situation? This paper offers a critical review of the debates among macroeconomists around this notion of secular stagnation, a concept which was invented by Alvin Hansen following the global economic crisis of the 1930s, and was brought back into the public debate largely by Lawrence Summers since the end of 2013. This literature review starts with a brief synthesis of the original debate about secular stagnation, launched by Hansen in 1938, and ended in the mid-1950s, since these debates inspired contemporary theorists. The second part highlights the main elements of neoclassical explanations for secular stagnation. The third part focuses on the Minskian idea of the end of a debt super-cycle. -
Writing History in the Digital Age
:ULWLQJ+LVWRU\LQWKH'LJLWDO$JH -DFN'RXJKHUW\.ULVWHQ1DZURW]NL 3XEOLVKHGE\8QLYHUVLW\RI0LFKLJDQ3UHVV -DFN'RXJKHUW\DQG.ULVWHQ1DZURW]NL :ULWLQJ+LVWRU\LQWKH'LJLWDO$JH $QQ$UERU8QLYHUVLW\RI0LFKLJDQ3UHVV 3URMHFW086( :HE6HSKWWSPXVHMKXHGX For additional information about this book http://muse.jhu.edu/books/9780472029914 Access provided by University of Notre Dame (10 Jan 2016 18:25 GMT) 2RPP The Wikiblitz A Wikipedia Editing Assignment in a First- Year Undergraduate Class Shawn Graham In this essay, I describe an experiment conducted in the 2010 academic year at Carleton University, in my first- year seminar class on digital his- tory. This experiment was designed to explore how knowledge is created and represented on Wikipedia, by working to improve a single article. The overall objective of the class was to give students an understanding of how historians can create “signal” in the “noise” of the Internet and how historians create knowledge using digital media tools. Given that doing “research” online often involves selecting a resource suggested by Google (generally one within the first three to five results),1 this class had larger media literacy goals as well. The students were drawn from all areas of the university, with the only stipulation being that they had to be in their first year. The positive feedback loops inherent in the World Wide Web’s struc- ture greatly influence the way history is consumed, disseminated, and cre- ated online. Google’s algorithms will retrieve an article from Wikipedia, typically displaying it as one of the first links on the results page. Some- one somewhere will decide that the information is “wrong,” and he (it is typically a he)2 will “fix” the information, clicking on the “edit” button to make the change. -
The Culture of Wikipedia
Good Faith Collaboration: The Culture of Wikipedia Good Faith Collaboration The Culture of Wikipedia Joseph Michael Reagle Jr. Foreword by Lawrence Lessig The MIT Press, Cambridge, MA. Web edition, Copyright © 2011 by Joseph Michael Reagle Jr. CC-NC-SA 3.0 Purchase at Amazon.com | Barnes and Noble | IndieBound | MIT Press Wikipedia's style of collaborative production has been lauded, lambasted, and satirized. Despite unease over its implications for the character (and quality) of knowledge, Wikipedia has brought us closer than ever to a realization of the centuries-old Author Bio & Research Blog pursuit of a universal encyclopedia. Good Faith Collaboration: The Culture of Wikipedia is a rich ethnographic portrayal of Wikipedia's historical roots, collaborative culture, and much debated legacy. Foreword Preface to the Web Edition Praise for Good Faith Collaboration Preface Extended Table of Contents "Reagle offers a compelling case that Wikipedia's most fascinating and unprecedented aspect isn't the encyclopedia itself — rather, it's the collaborative culture that underpins it: brawling, self-reflexive, funny, serious, and full-tilt committed to the 1. Nazis and Norms project, even if it means setting aside personal differences. Reagle's position as a scholar and a member of the community 2. The Pursuit of the Universal makes him uniquely situated to describe this culture." —Cory Doctorow , Boing Boing Encyclopedia "Reagle provides ample data regarding the everyday practices and cultural norms of the community which collaborates to 3. Good Faith Collaboration produce Wikipedia. His rich research and nuanced appreciation of the complexities of cultural digital media research are 4. The Puzzle of Openness well presented. -
Seniors' Stories | Volume 4
Seniors’ Stories Seniors’ Stories Volume 4 Volume Volume 4 FRONT COVER: OPEN CATEGORY WINNING ENTRY Angus Lee Forbes Ilona was named after her Great Grandmother, a truly great woman. Born in Hungary, she arrived in Australia during the onset of World War Two. Ninety years and four generations separate the two. Connected by name, both adore spending time with one another. Acknowledgements This collection of 100 stories is the fourth volume of Seniors Stories written by seniors from throughout NSW. The theme of this year’s edition was positive ageing and each story reflects this theme in its own unique and inspiring way. NSW Seniors Card would like to thank the 100 authors whose stories are published in this volume of Seniors Stories, as well as the many other seniors who contributed to the overwhelming number and quality of stories received. Thanks also to contributing editor, Colleen Parker, Fellowship of Australian Writers NSW, and those involved in the design and printing of the book. Seniors’ Stories – Volume 4 1 A message from the Premier Welcome to the fourth edition of Seniors’ Stories. Older people have an extraordinary influence on our The stories in this publication are a great example community; they are the backbone of many of our of the wisdom, talent and ability of our extraordinary voluntary organisations and play a vital role in our seniors in NSW. families and neighbourhoods. The theme of this year’s book is Positive Ageing Seniors’ Stories is just one way of recognising and and the stories showcase the vast range of positive valuing the experiences of older people in NSW experiences and invaluable contributions that older and building connections between young and old. -
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The Substantial Interdependence of Wikipedia and Google: A Case Study on the Relationship Between Peer Production Communities and Information Technologies Connor McMahon1*, Isaac Johnson2*, and Brent Hecht2 *indicates co-First Authors; 1GroupLens Research, University of Minnesota; 2People, Space, and Algorithms (PSA) Computing Group, Northwestern University [email protected], [email protected], [email protected] Abstract broader information technology ecosystem. This ecosystem While Wikipedia is a subject of great interest in the com- contains potentially critical relationships that could affect puting literature, very little work has considered Wikipedia’s Wikipedia as much as or more than any changes to internal important relationships with other information technologies sociotechnical design. For example, in order for a Wikipedia like search engines. In this paper, we report the results of two page to be edited, it needs to be visited, and search engines deception studies whose goal was to better understand the critical relationship between Wikipedia and Google. These may be a prominent mediator of Wikipedia visitation pat- studies silently removed Wikipedia content from Google terns. If this is the case, search engines may also play a crit- search results and examined the effect of doing so on partici- ical role in helping Wikipedia work towards the goal of pants’ interactions with both websites. Our findings demon- “[providing] every single person on the planet [with] access strate and characterize an extensive interdependence between to the sum of all human knowledge” (Wales 2004). Wikipedia and Google. Google becomes a worse search en- gine for many queries when it cannot surface Wikipedia con- Also remaining largely unexamined are the inverse rela- tent (e.g. -
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A Deeper Investigation of the Importance of Wikipedia Links to Search Engine Results NICHOLAS VINCENT, Northwestern University, USA BRENT HECHT, Northwestern University, USA A growing body of work has highlighted the important role that Wikipedia’s volunteer-created content plays in helping search engines achieve their core goal of addressing the information needs of hundreds of millions of people. In this paper, we report the results of an investigation into the incidence of Wikipedia links in search engine results pages (SERPs). Our results extend prior work by considering three U.S. search engines, simulating both mobile and desktop devices, and using a spatial analysis approach designed to study modern SERPs that are no longer just “ten blue links”. We find that Wikipedia links are extremely common in important search contexts, appearing in 67-84% of desktop SERPs for common and trending queries, but less often for medical queries. Furthermore, we observe that Wikipedia links often appear in “Knowledge Panel” SERP elements and are in positions visible to users without scrolling, although Wikipedia appears less often and in less prominent positions on mobile devices. Our findings reinforce the complementary notions that (1) Wikipedia content and research has major impact outside of the Wikipedia domain and (2) powerful technologies like search engines are highly reliant on free content 4 created by volunteers. CCS Concepts: • Human-centered computing → Empirical studies in collaborative and social computing KEYWORDS Wikipedia; search engines; user-generated content; data leverage ACM Reference Format: Nicholas Vincent and Brent Hecht. 2021. A Deeper Investigation of the Importance of Wikipedia Links to Search Engine Results. -
Why Are Some Websites Researched More Than Others? a Review of Research Into the Global Top Twenty Mike Thelwall
Why are some websites researched more than others? A review of research into the global top twenty Mike Thelwall How to cite this article: Thelwall, Mike (2020). “Why are some websites researched more than others? A review of research into the global top twenty”. El profesional de la información, v. 29, n. 1, e290101. https://doi.org/10.3145/epi.2020.ene.01 Manuscript received on 28th September 2019 Accepted on 15th October 2019 Mike Thelwall * https://orcid.org/0000-0001-6065-205X University of Wolverhampton, Statistical Cybermetrics Research Group Wulfruna Street Wolverhampton WV1 1LY, UK [email protected] Abstract The web is central to the work and social lives of a substantial fraction of the world’s population, but the role of popular websites may not always be subject to academic scrutiny. This is a concern if social scientists are unable to understand an aspect of users’ daily lives because one or more major websites have been ignored. To test whether popular websites may be ignored in academia, this article assesses the volume and citation impact of research mentioning any of twenty major websites. The results are consistent with the user geographic base affecting research interest and citation impact. In addition, site affordances that are useful for research also influence academic interest. Because of the latter factor, however, it is not possible to estimate the extent of academic knowledge about a site from the number of publications that mention it. Nevertheless, the virtual absence of international research about some globally important Chinese and Russian websites is a serious limitation for those seeking to understand reasons for their web success, the markets they serve or the users that spend time on them. -
Low Equilibrium Real Rates, Financial Crisis, and Secular Stagnation Lawrence H
CHAPTER 2 Low Equilibrium Real Rates, Financial Crisis, and Secular Stagnation Lawrence H. Summers he past decade has been a tumultuous one for the US economy, characterized by the buildup of huge excesses in financial markets T during the 2001–2007 period; the Great Recession and its contain- ment; and, finally, a recovery that has been very slow by historical stan- dards and insufficient to bring the economy back even close to the levels of output that were anticipated before the recession. The containment of the Recession was no easy feat, since economic conditions initially looked worse than in the early months of the Great Depression. However, the economy is still struggling five years later, and the correct diagnosis of its ailment is requisite for applying the appropriate treatment going forward. Hence, in this paper I will therefore discuss what I label the new sec- ular stagnation hypothesis. This hypothesis asserts that the economy as currently structured is not capable of achieving satisfactory growth and stable financial conditions simultaneously. The zero lower bound on base nominal interest rates, in conjunction with low inflation, makes the achievement of sufficient demand to bring about full employment prob- lematic. If and when ways can be found to generate sufficient demand, they will likely be associated with unsustainable financial conditions. Secular stagnation was first suggested by Alvin Hansen in the late 1930s,1 but did not prove relevant given the rise in demand due to World War II and the massive pent-up demand for consumer and investment goods after the war. The difficulty that the US economy has had for many years in simultaneously achieving full employment, strong growth, and I am indebted to Simon Hilpert for extensive and excellent assistance in turn- ing my conference presentation into the current paper. -
THE ARGUMENT ENGINE While Wikipedia Critics Are Becoming Ever More Colorful in Their Metaphors, Wikipedia Is Not the Only Reference Work to Receive Such Scrutiny
14 CRITICAL POINT OF VIEW A Wikipedia Reader ENCYCLOPEDIC KNOWLEDGE 15 THE ARGUMENT ENGINE While Wikipedia critics are becoming ever more colorful in their metaphors, Wikipedia is not the only reference work to receive such scrutiny. To understand criticism about Wikipedia, JOSEPH REAGLE especially that from Gorman, it is useful to first consider the history of reference works relative to the varied motives of producers, their mixed reception by the public, and their interpreta- tion by scholars. In a Wired commentary by Lore Sjöberg, Wikipedia production is characterized as an ‘argu- While reference works are often thought to be inherently progressive, a legacy perhaps of ment engine’ that is so powerful ‘it actually leaks out to the rest of the web, spontaneously the famous French Encyclopédie, this is not always the case. Dictionaries were frequently forming meta-arguments about itself on any open message board’. 1 These arguments also conceived of rather conservatively. For example, when the French Academy commenced leak into, and are taken up by the champions of, the print world. For example, Michael Gor- compiling a national dictionary in the 17th century, it was with the sense that the language man, former president of the American Library Association, uses Wikipedia as an exemplar had reached perfection and should therefore be authoritatively ‘fixed’, as if set in stone. 6 of a dangerous ‘Web 2.0’ shift in learning. I frame such criticism of Wikipedia by way of a Also, encyclopedias could be motivated by conservative ideologies. Johann Zedler wrote in historical argument: Wikipedia, like other reference works before it, has triggered larger social his 18th century encyclopedia that ‘the purpose of the study of science… is nothing more anxieties about technological and social change. -
From Long-Term Growth to Secular Stagnation. a Theoretical Comparison Between Régulation Theory, Marxist Approaches and Present Mainstream Interpretations
FROM LONG-TERM GROWTH TO SECULAR STAGNATION. A THEORETICAL COMPARISON BETWEEN RÉGULATION THEORY, MARXIST APPROACHES AND PRESENT MAINSTREAM INTERPRETATIONS Giovanni Scarano ISSN 2279-6916 Working papers (Dipartimento di Economia Università degli studi Roma Tre) (online) Working Paper n° 241, 2018 I Working Papers del Dipartimento di Economia svolgono la funzione di divulgare tempestivamente, in forma definitiva o provvisoria, i risultati di ricerche scientifiche originali. La loro pubblicazione è soggetta all'approvazione del Comitato Scientifico. Per ciascuna pubblicazione vengono soddisfatti gli obblighi previsti dall'art. l del D.L.L. 31.8.1945, n. 660 e successive modifiche. Copie della presente pubblicazione possono essere richieste alla Redazione. esemplare fuori commercio ai sensi della legge 14 aprile 2004 n.106 REDAZIONE: Dipartimento di Economia Università degli Studi Roma Tre Via Silvio D'Amico, 77 - 00145 Roma Tel. 0039-06-57335655 fax 0039-06-57335771 E-mail: [email protected] http://dipeco.uniroma3.it FROM LONG-TERM GROWTH TO SECULAR STAGNATION. A THEORETICAL COMPARISON BETWEEN RÉGULATION THEORY, MARXIST APPROACHES AND PRESENT MAINSTREAM INTERPRETATIONS Giovanni Scarano Comitato Scientifico: Fabrizio De Filippis Francesco Giuli Anna Giunta Paolo Lazzara Loretta Mastroeni Silvia Terzi FROM LONG-TERM GROWTH TO SECULAR STAGNATION. A THEORETICAL COMPARISON BETWEEN RÉGULATION THEORY, MARXIST APPROACHES AND PRESENT MAINSTREAM INTERPRETATIONS Giovanni Scarano* Roma Tre University Department of Economics [email protected] Abstract Since 2013 various eminent mainstream economists have proposed reviving the doctrine of “secular stagnation”. According to these authors, the only explanation for this new trend could be a negative Wicksellian natural rate of interest, produced by an excess of saving over investment at any positive interest rate.