Auditing algorithms: Understanding algorithmic systems from the outside in

D Metaxa, JS Park, RE Robertson… - … and Trends® in …, 2021 - nowpublishers.com
Algorithms are ubiquitous and critical sources of information online, increasingly acting as
gatekeepers for users accessing or sharing information about virtually any topic, including …

What is Twitter, a social network or a news media?

H Kwak, C Lee, H Park, S Moon - … of the 19th international conference on …, 2010 - dl.acm.org
Twitter, a microblogging service less than three years old, commands more than 41 million
users as of July 2009 and is growing fast. Twitter users tweet about any topic within the 140 …

Measuring personalization of web search

A Hannak, P Sapiezynski, A Molavi Kakhki… - Proceedings of the …, 2013 - dl.acm.org
Web search is an integral part of our daily lives. Recently, there has been a trend of
personalization in Web search, where different users receive different results for the same …

Random sampling from a search engine's index

Z Bar-Yossef, M Gurevich - Journal of the ACM (JACM), 2008 - dl.acm.org
We revisit a problem introduced by Bharat and Broder almost a decade ago: How to sample
random pages from the corpus of documents indexed by a search engine, using only the …

Improving the performance of focused web crawlers

S Batsakis, EGM Petrakis, E Milios - Data & Knowledge Engineering, 2009 - Elsevier
This work addresses issues related to the design and implementation of focused crawlers.
Several variants of state-of-the-art crawlers relying on web page content and link information …

Information diffusion on social media during natural disasters

R Dong, L Li, Q Zhang, G Cai - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Social media analytics has drawn new quantitative insights of human activity patterns. Many
applications of social media analytics, from pandemic prediction to earthquake response …

How much of the web is archived?

SG Ainsworth, A Alsum, H SalahEldeen… - Proceedings of the 11th …, 2011 - dl.acm.org
The Memento Project's archive access additions to HTTP have enabled development of new
web archive access user interfaces. After experiencing this web time travel, the in-evitable …

Nepotistic relationships in twitter and their impact on rank prestige algorithms

D Gayo-Avello - Information Processing & Management, 2013 - Elsevier
Micro-blogging services such as Twitter allow anyone to publish anything, anytime.
Needless to say, many of the available contents can be diminished as babble or spam …

Assessing the impact of disciplinary research on teaching: An automatic analysis of online syllabuses

K Kousha, M Thelwall - Journal of the American Society for …, 2008 - Wiley Online Library
The impact of published academic research in the sciences and social sciences, when
measured, is commonly estimated by counting citations from journal articles. The Web has …

[HTML][HTML] A network-based dynamical ranking system for competitive sports

S Motegi, N Masuda - Scientific reports, 2012 - nature.com
From the viewpoint of networks, a ranking system for players or teams in sports is equivalent
to a centrality measure for sports networks, whereby a directed link represents the result of a …