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Die Free or Live Hard? Empirical Evaluation and New Design for Fighting Evolving Twitter Spammers
[chapter]
2011
Lecture Notes in Computer Science
In this paper, we make an empirical analysis of the evasion tactics utilized by Twitter spammers, and then design several new and robust features to detect Twitter spammers. ...
Meanwhile, Twitter spammers are also evolving to evade existing detection techniques. ...
However, even for a subset of spammers, we can find that they are evolving to evade detection. And our evaluation validates the effectiveness of our newly designed features to detect these spammers. ...
doi:10.1007/978-3-642-23644-0_17
fatcat:lpp42si7o5fdfcydcjt3b6dgsu
A Survey of Spam Detection Methods on Twitter
2017
International Journal of Advanced Computer Science and Applications
This popularity attracts the attention of spammers who use Twitter for their malicious aims such as phishing legitimate users or spreading malicious software and advertises through URLs shared within tweets ...
Thus, detecting and filtering spammers from legitimate users are mandatory in order to provide a spam-free environment in Twitter. ...
Empirical Evaluation and
New Design for Fighting
Evolving
Twitter
Spammers" [84]
Random Forest, Decision
Tree,
Decorate,
Naive
Bayesian
Hybrid 88.6%
"Detecting spammers on SVM
Hybrid 87.6% ...
doi:10.14569/ijacsa.2017.080305
fatcat:4hahlp2hpneolndpfa2tbqm2ca
Volume 5, Number 2 Complete Issue
2009
Socialist Studies/Études Socialistes
I also thank the other panellists and the audience members for the lively and stimulating discussion on that occasion. ...
My thanks are due to the anonymous referees for their valuable suggestions. ...
Twitter may offer itself (for the time being) as a free service whose only (and itself not inconsiderable) cost is access to online or uplinked hardware. ...
doi:10.18740/s46k6v
fatcat:taszqotztvcsfjuxfzjgvby5li
Unmasking Malignant Facebook Applications - A survey
2018
NCICCNDA
unpublished
Long term, we see FRAppE as a step towards creating an independent watchdog for app assessment and ranking. ...
But, cyber criminals have realized the potential of using apps for spreading malware and spam like unsolicited mail. ...
Die Free or Live Hard? Empirical Evaluation and New Design for Fighting Evolving Twitter Spammers Yang et al. ...
doi:10.21467/proceedings.1.40
fatcat:vlpemqx265baxnjlqbhd5cd4da
Illusion of Truth: Analysing and Classifying COVID-19 Fake News in Brazilian Portuguese Language
2022
Big Data and Cognitive Computing
Public health interventions to counter the COVID-19 pandemic have accelerated and increased digital adoption and use of the Internet for sourcing health information. ...
The consequences of misinformation, disinformation and misinterpretation of health information can interfere with attempts to curb the virus, delay or result in failure to seek or continue legitimate medical ...
They argued that "spammers often introduce "noise" in their messages using phrases like "MONEY!!", "FREE!!!" or placing special characters into the words like "R-o-l-e?x"". ...
doi:10.3390/bdcc6020036
fatcat:cfrpfwd6tvh5fe5gzfzlnerox4
5. Foundations of Digital Methods Query Design
[chapter]
2017
The Datafied Society
Acknowledgements References Berry, David M. 2012
Acknowledgments The author would like to thank Anat Ben-David for her work on query design, and Becky Cachia for editorial assistance. ...
Michael Stevenson, Erik Borra and researchers at the Digital Methods Initiative, University of Amsterdam, provided crucial input. ...
That they are taken for granted even today, when they are increasingly displaced by a radically different representational regime and set of technologies, shows us that old habits die hard. ...
doi:10.1515/9789048531011-008
fatcat:7q6p2hlrufgndeozrarhkgggca
Discourse 2.0: Language and new mediaTannenDeborahTresterAnna Marie (eds), Discourse 2.0: Language and new media, Georgetown University Press: Washington, DC, 2013; 258 pp.: ISBN 9781589019546, $44.95 (pbk)
2014
New Media & Society
ACKNOWLEDGMENTS We thank the participants in our study and audience members of our workshop at GURT 2011 for their input and feedback. ...
Finally, I am grateful to Susan Herring and Anna Marie Trester for helpful comments on an earlier draft. ...
Whether reading in hard copy is better, worse, or about the same as reading onscreen remains an empirical issue. ...
doi:10.1177/1461444814524163b
fatcat:lix7m4khk5ep3f7d3ftd3psx3q
Corruption and Financial Crime
2018
Figshare
Essays about corruption, money laundering, crime, and international finance. ...
The total indirect damage is hard to evaluate, but the direct damage amounted to 6 billion USD. ...
It is often said to have perpetual succession, meaning that it lives on, even though the individual members may die, resign or otherwise cease their membership. ...
doi:10.6084/m9.figshare.7176539
fatcat:pjcdb2c32vh4fp2rlzx3p6qoke
Digital Market Manipulation
2013
Social Science Research Network
A new theory of digital market manipulation reveals the limits of consumer protection law and exposes concrete economic and privacy harms that regulators will be hard-pressed to ignore. ...
Furthermore, rather than waiting for the consumer to approach the marketplace, companies can reach consumers anytime and anywhere. ...
such as Facebook, Twitter, and LinkedIn have become arguably indispensable economic, social, and civic tools for many citizens. ...
doi:10.2139/ssrn.2309703
fatcat:bxss56x2evhgvnp432vsznblam
OSTP-AWhite House Office of Science and Technology Policy Request for Information on the Future of Artificial Intelligence
2017
Figshare
White House Office of Science and Technology Policy Request for Information on the Future of Artificial Intelligence ...
faster than new jobs can be created or workers retrained. ...
For the long term, we recommend policies that will encourage the designers of transformative AI systems to work together cooperatively, perhaps through multinational and multicorporate collaborations, ...
doi:10.6084/m9.figshare.4640305
fatcat:26aelpe4ejbupao5yh2mys2pzq
Net neutrality - How relevant is it to Australia?
2009
Telecommunications Journal of Australia
I would like to thank Derek Slater, Carolyn Dalton, and Rick Whitt at Google for their assistance. ...
ACKNOWLEDGEMENTS The authors benefited from generous assistance from colleagues and interns including Alana Maurushat, Reg Leones, Adam Arnold and Joanna Chow. ...
less susceptible to hackers and spammers, or smarter in ways that nobody has yet thought of. ...
doi:10.2104/tja09022
fatcat:iyhfeahrmverdoaskclswtokx4
TWITTER AND SOCIETY PETER LANG Library of Congress Cataloging-in-Publication Data
2014
unpublished
Bibliographic information published by Die Deutsche Nationalbibliothek. ...
Die Deutsche Nationalbibliothek lists this publication in the "Deutsche Nationalbibliografie"; detailed bibliographic data is available on the Internet at http://dnb.d-nb.de/. ...
r eFer en ce S
ChAPTeR ^Miranda Mowbray
Automated Twitter Accounts 14 not all #bots are evil: how to distinguish between spammers, entertainers and tweeting #toasters Twitter was designed for communication ...
fatcat:qmtuv4tuffb45iv5csnb6p6xw4
The Democratization of News - Analysis and Behavior Modeling of Users in the Context of Online News Consumption
2023
Die Erfindung des Internets ebnete den Weg für die Demokratisierung von Information. ...
Dieser Trend hat die Kosten für die Veröffentlichung von Inhalten weiter gesenkt. ...
[11] collected data from users on Twitter. They manually labeled users as spammers or non-spammers and proposed an SVM classifier for detection. ...
doi:10.5445/ir/1000154353
fatcat:msh5vemmhjaxbphe4xw2vgcpva
Incivility and intolerance on Twitter: A case study of political tweets about abortion in Ireland (2018) and the United States (2020)
2022
Secondly, I make an empirical-descriptive contribution to research, exploring the Irish and U.S. Twitter data both quantitatively and qualitatively. ...
,' or 'uncivil' language in their models. ...
an empirical research design. ...
doi:10.26174/thesis.lboro.19646613.v1
fatcat:mm67nczpifb3vppy2fjazwrgou
Understanding Innovations and Conventions and Their Diffusion Process in Online Social Media
2017
Work in this thesis sheds light on the properties of both innovators and laggards, the expansion and adaptation of innovation, competition among innovations with the same purpose, and the eventual crowding ...
Prior to the existence of online social networks, economists and sociologists were able to study these phenomena on small groups of people through microeconomics and microsociology. ...
Empirical Analysis on Twitter In order to analyze audience behavior with cascades, we undertook an empirical investigation on Twitter. ...
doi:10.7298/x4xs5sm2
fatcat:uhroprwkfvasvdeu7yfoupwdt4
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