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 Information Retrieval


Fake News: A Survey of Research, Detection Methods, and Opportunities

arXiv.org Artificial Intelligence

The explosive growth in fake news and its erosion to democracy, justice, and public trust has increased the demand for fake news analysis, detection and intervention. This survey comprehensively and systematically reviews fake news research. The survey identifies and specifies fundamental theories across various disciplines, e.g., psychology and social science, to facilitate and enhance the interdisciplinary research of fake news. Current fake news research is reviewed, summarized and evaluated. These studies focus on fake news from four perspective: (1) the false knowledge it carries, (2) its writing style, (3) its propagation patterns, and (4) the credibility of its creators and spreaders. We characterize each perspective with various analyzable and utilizable information provided by news and its spreaders, various strategies and frameworks that are adaptable, and techniques that are applicable. By reviewing the characteristics of fake news and open issues in fake news studies, we highlight some potential research tasks at the end of this survey.


Google attacked over reported plans to launch secret, censored search engine in China called 'Dragonfly'

The Independent - Tech

Google has been attacked over reported plans to launch a "censored" search engine in China. Amnest International has launched a petition against the plans, arguing that the apparently launch should be cancelled. Human rights campaigners claim developing a specifically censored search engine would be in conflict with the company's values and that it will limit freedom of expression. They also point out that Google's own staff appear to disagree with the plans. There are a lot of Easter Eggs hidden in Chrome, and more and more are discovered each year.


Google Employees Join Others In Asking The Search Engine To Stay Out Of China

NPR Technology

Dozens of Google employees are speaking out against the company's plan to build a special search engine for China. The employees have joined with Amnesty International, urging Google to cancel the project. The company's plan calls for a search engine that would comply with China's policy of online censorship, often known as the Great Firewall. JASMINE GARSD, BYLINE: The Chinese blogger known as Super Vulgar Butcher used to post about the government's abuses of power. His blog became quite popular.


Protests against Google's 'dystopian' CENSORED search engine for China

Daily Mail - Science & tech

Amnesty International are holding protests across the globe today calling for an end to Googles plan of censoring their search engine in China. Demonstrations will take place outside Googles HQ's in the United States, the United Kingdom, Australia,Canada, Germany, Hong Kong, The Netherlands and Spain. It was revealed that Google secretly built the censored search engine, code-named Dragonfly, to blacklist certain words such as'human rights' and'student protest'. Amnesty have launched a petition to stop works on the'dystopian' platform which are said to launch in China between January and April 2019. The human rights group say that the move would'set a dangerous precedent for tech companies enabling rights abuses by governments.'


Google employees demand end to work on censored search engine for Chinese users

The Japan Times

SAN FRANCISCO โ€“ Eleven employees comprising engineers and managers at Alphabet Inc.'s Google published an open letter on Tuesday, demanding that the company end development of a censored search engine for Chinese users, escalating earlier protests over the secretive project. Google has described the search app, known as Project Dragonfly, as an experiment not close to launching. But as details of it have leaked since August, current and former employees, human rights activists and U.S. lawmakers have criticized Google for not taking a harder line against the Chinese government's policy that politically sensitive results be blocked. Human rights group Amnesty International also launched a public petition on Tuesday calling on Google to cancel Dragonfly. The organization said it would encourage Google workers to sign the petition by targeting them on LinkedIn and protesting outside Google offices.


Hundreds of Employees Demand Google Stop Work on Censored Search Engine for China

Slate

Hundreds of Google employees have signed an open letter published Tuesday on Medium demanding that the company cease work on Project Dragonfly, which is aimed at creating a search engine that the Chinese government would be able to control to censor certain results and surveil users. "International human rights organizations and investigative reporters have also sounded the alarm, emphasizing serious human rights concerns and repeatedly calling on Google to cancel the project," the letter reads in part. "So far, our leadership's response has been unsatisfactory." Google has kept much of Project Dragonfly under wraps, but news outlets like the Intercept have obtained documents revealing some of the details. The search engine reportedly would block websites having to do with democracy and political dissidents and also blacklist terms like "human rights." One of the prototypes also reportedly has the capability to link searches to users' phone numbers.


Google employees go public to protest China search engine Dragonfly

Washington Post - Technology News

More than 90 Google employees have joined a petition protesting the company's plans to build a search engine that complies with China's online censorship regime. An employee-led backlash against the project has been churning for months at the company, but Tuesday's petition marks the first time workers at Google have used their names in a public document objecting to the plans. The existence of the project, code-named Dragonfly, was confirmed by chief executive Sundar Pichai last month. While China has long blocked search queries for what it has deemed politically sensitive material, Pichai said Google could still help Chinese Internet users find other information, such as health treatments, or steer them away from scams. But the project has drawn critics, who question Google's corporate values and have raised concerns about the consequences of tech companies cooperating with authoritarian governments.


Google employees plan walkout over censored Chinese search engine

Engadget

Just weeks after Google employees walked out of offices to protest the way the company dealt with claims of sexual misconduct, Google is bracing itself for another worldwide protest. This time, it's over Google's ominous Project Dragonfly, and human rights organization Amnesty International is throwing its whole weight behind it. Project Dragonfly has already received global backlash, with Google employees themselves calling publicly for an ethics review into the proposed censored Chinese search engine. According to leaked documents, the search app will automatically identify websites blocked by China's so-called Great Firewall. This includes information on free speech, current affairs and political opposition, plus historical references to specific events (such as the 1989 Tiananmen Square massacre) and books that negatively feature authoritarian governments.


Google employees sign letter against censored search engine for China

The Guardian

A group of Google employees published an open letter on Tuesday calling on their employer to cancel its plans to build a censored search engine for China, the latest expression of worker unrest at a company that earlier this month saw thousands stage walkouts over its handling of sexual misconduct cases. Google's plan for returning to China, which is known as Project Dragonfly and would reportedly allow the Chinese government to blacklist certain search terms and control air quality data, has garnered significant backlash internally since it was first reported on in August. More than 1,400 Google employees signed an internal petition criticizing the lack of transparency around the project, and at least one employee resigned in protest. But Tuesday's letter, which was initially signed by nine current Google employees, is a bold step for employees of a company that prizes internal transparency but considers leaking information to be not "Googley". Organizers of the letter said they would continuously update the letter as more employees signed on; by midday there were more than 50 signers.


$HS^2$: Active Learning over Hypergraphs

arXiv.org Machine Learning

We propose a hypergraph-based active learning scheme which we term $HS^2$, $HS^2$ generalizes the previously reported algorithm $S^2$ originally proposed for graph-based active learning with pointwise queries [Dasarathy et al., COLT 2015]. Our $HS^2$ method can accommodate hypergraph structures and allows one to ask both pointwise queries and pairwise queries. Based on a novel parametric system particularly designed for hypergraphs, we derive theoretical results on the query complexity of $HS^2$ for the above described generalized settings. Both the theoretical and empirical results show that $HS^2$ requires a significantly fewer number of queries than $S^2$ when one uses $S^2$ over a graph obtained from the corresponding hypergraph via clique expansion.