ACM Transactions on

Internet Technology (TOIT)

Latest Articles

Brains or Beauty

Software-based agents are becoming increasingly ubiquitous and automated. However, current technology and algorithms are still fallible, which considerably affects users’ trust and interaction with such agents. In this article, we investigate two factors that can engender user trust in agents: reliability and attractiveness of agents. We show... (more)

Other-Condemning Moral Emotions

This article studies and analyzes three other-condemning moral emotions: anger, contempt, and disgust. We utilize existing psychological theories—appraisal theories of emotion and the CAD triad hypothesis—and incorporate them into a unified framework. A semiformal specification of the elicitation conditions and prototypical coping... (more)

Toward Formal Modeling of Affective Agents in a BDI Architecture

Affective characteristics are crucial factors that influence human behavior, and often, the prevalence of either emotions or reason varies on each... (more)

Processing Affect in Social Media

Emotion analysis in social media is challenging. While most studies focus on positive and negative sentiments, the differentiation between emotions is more difficult. We investigate the problem as a collection of binary classification tasks on the basis of four opposing emotion pairs provided by Plutchik. We processed the content of messages by... (more)

Improving the Efficiency of an Online Marketplace by Incorporating Forgiveness Mechanism

Reputation plays a key role in online marketplace communities improving trust among community members. Reputation works as a decision-making tool for... (more)


About TOIT

The ACM Transactions on Internet Technology (TOIT) brings together many computing disciplines including computer software engineering, computer programming languages, middleware, database management, security, knowledge discovery and data mining, networking and distributed systems, communications, performance and scalability etc. TOIT will cover the results and roles of the individual disciplines and the relationshipsamong them.

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Forthcoming Articles
Cyber-Physical Social Networks

In the offline world, establishing new contacts is determined by people's context. Location-based social networks consider only the physical location of users. Here, we introduce cyber-physical social networks (CPSN), that also consider websites as virtual locations where users can meet and interact. We address the fundamental issues of creating virtual locations and the linking of virtual and physical locations enabling users to socialize across online and offline worlds. We present OneSpace, our CPSN prototype, that allows mobile users and web users to interact based on shared locations. We evaluate our approach and present the results of a user study.

Dual Structure Constrained Multimodal Feature Coding for Social Event Detection from Flickr Data

In this work, a three-stage social event detection (SED) model is designed to discover events in Flickr data. As the feature modalities are heterogeneous, a multimodal fusion (MF) model is devised to learn fused features in the first stage. Furthermore, considering underlying structures of dictionary and data, a dual structure constrained multimodal feature coding (DSMFC) model is proposed to learn discriminative codes by incorporating corresponding regularization terms into an optimization problem. Finally, hybrid clustering algorithms are applied on the codes seamlessly to discover event clusters. Extensive experiments conducted on real-world dataset demonstrate the proposed methods compare favorably with competing baselines.

Managing Provenance of Implicit Data Flows in Scientific Experiments

Scientific experiments modeled as scientific workflows may create, change, or access data products not explicitly referenced in the specification, leading to implicit data flows. Lack of knowledge about implicit data flows makes the experiments hard to understand and reproduce. We present ProvMonitor, an approach that identifies the creation, change, or access to data products even within implicit data flows. ProvMonitor links this information with the workflow activity that generated it, allowing for scientists to compare data products within and throughout trials of the same workflow, identifying side effects on data evolution caused by implicit data flows.

Privacy Enhanced Television Audience Measurements

Internet-enabled television systems (SmartTVs) are a development that introduces these devices into the interconnected environment of the Internet of Things. We propose a privacy-preserving application for computing Television Audience Measurement (TAM) ratings. SmartTVs communicate over the Internet to calculate aggregate measurements. Contemporary cryptographic building blocks are utilized to ensure the privacy of the participating individuals and the validity of the computed TAM ratings. Additionally, user compensation capabilities are introduced to bring some of the company profits back to the data owners. A prototype implementation is developed on an Android-based SmartTV platform and experimental results illustrate the feasibility of the approach.

Debating Technology for Dialogical Argument: Sensemaking, Engagement and Analytics

Debate Technologies offer a powerful way of interacting with complex information spaces. This potential can, however, only be realised once several technical and engineering challenges are overcome: connections between representations of argument and dialogical processes that exploit them; easily-adopted dialogue system definitions; open middleware for different interfaces to the same data; and ways of interacting with, visualising and quantifying large, debate-generated datasets. Our aim in this paper is to show that Argument Web infrastructure offers a solution to these challenges through providing: middleware for interacting with argument; a platform for mixed-initiative dialogue; and the ability to extract meaningful debate analytics.

Measurement Theory Based Trust Management Framework for Online Social Communities

We propose a trust management framework based on measurement theory to infer indirect trust in online social communities using trusts transitivity property. Inspired by the similarities between human trust and measurement, we propose a new trust metric, composed of impression and confidence, which captures both trust level and its certainty. Furthermore, based on error propagation theory, we propose a method to compute indirect confidence according to different trust transitivity and aggregation operators. We perform experiments on two real data sets, and Twitter, to validate our framework. Also, we show that inferring indirect trust can connect more pairs of users.

Formation and Reciprocation of Dyadic Trust

This paper reports a detailed empirical study of interpersonal trust in a multi-relational online social network. There are two main aspects of interpersonal trust addressed: formation and reciprocation. Computational models developed, using the multi-relational network, for these processes provide interesting insights about online social interactions. Our findings, for trust formation, indicate a strong role of lower familiarity interactions before trust is formed (high familiarity relationship). Similarly, trust reciprocation is not automatic, but strongly depends on enough lower familiarity interactions. This is the first quantification of scaffolding role played by lower familiarity threshold interactions, in formation of high familiarity relationships.

Detecting Influencers In Multiple Online Genres

Detecting influence can be useful for successful advertisement strategies, detecting terrorist leaders and political campaigning. We explore influence in discussion forums, weblogs, and micro-blogs through the development of learned language analysis components to recognize known indicators of influence. Our components are author traits, agreement, claims, argumentation, persuasion, credibility, and certain dialog patterns. Each of these components is motivated by social science through Robert Cialdinis Weapons of Influence [2007]. We classify influencers across five online genres and analyze which features are most indicative of influencers in each genre.

Anonymous or not? Understanding the Factors Affecting Personal Mobile Data Disclosure

The wide adoption of mobile devices and social media platforms have dramatically increased the collection and sharing of personal information. In this study, we investigate the factors affecting users choices toward the disclosure of their personal data, including not only their demographic and self-reported individual characteristics, but also their social interactions and their mobility patterns inferred from months of mobile phone data activity. Our analysis shows that social interactions inferred by mobile phones are important factors revealing willingness to share. In addition, we provide further insights on the individual traits relevant to predict sharing behavior.

Show Me You Care: Trait Empathy, Linguistic Style and Mimicry on Facebook

Linguistic mimicry, the adoption of another's language patterns, is studied extensively face-to-face. While psychologists consider it subconscious behavior, in some professions, it is consciously used for empathic communication. This involves mutual mimicry; interlocutors of effective communicators mimic them back. We ask whether individuals with empathic dispositions have unique communication styles and/or elicit mimicry. Participants completed Davis' Interpersonal Reactivity Index and provided access to Facebook activity. We identify four empathy profiles and find correlations to writing style. When a feature is used, this often ``triggers" use by friends. However, the presence of particular features, rather than participant disposition, best predicts mimicry.

Stance and Sentiment in Tweets

We present a new dataset of tweets annotated for whether the tweeter is in favor of or against pre-chosen targets. We also annotate the tweets for sentiment and conduct several experiments to tease out the interactions between stance and sentiment. Notably, we develop a common text classification framework for automatically detecting stance and sentiment, and show that while sentiment features are useful for stance classification, they alone are not sufficient. Finally, we use distant supervision to create additional labeled data to further improve stance classification. The data along with an interactive visualization to explore it will be made freely available.

Implementing and evaluating a laughing virtual character

Laughter is a social signal capable of facilitating interaction in groups of people: it can communicate interest, help to improve creativity, and facilitate sociability. This paper focuses on: (i) endowing virtual characters with computational models of analysis and synthesis of laughter, based on an expressivity-copying paradigm; (ii) evaluating the changes of user's mood and funniness perception, with/without the physical presence of a character. Music is adopted to stimulate laughter instead of, for example, audiovisual content, since music does not interfere with the visual contact between user and character. Further, music is a powerful non-verbal language for communicating emotions, including laughter.

A Canonical Form for PROV Documents and its Application to Equality, Signature, and Validation

We present a canonical form for PROV that is a normalized way of representing PROV documents as mathematical expressions. As opposed to the normal form specified by the PROV-CONSTRAINTS recommendation, the canonical form we present is defined for all PROV documents, irrespectively of their validity, and it can be serialized in a unique way. The paper makes the case for a canonical form for PROV and its potential uses, namely: comparison of PROV documents in different formats, validation, and signature of PROV documents. A signature of a PROV document allows its integrity and author to be ascertained.

Using Argument Structure to Interpret Online Debate

Governments around the world are increasingly utilising online platforms and social media in order to engage with and ascertain the opinions of, their citizens. In this paper we show how the analysis of argumentative and dialogical structures, allows for the identification of those issues which are, central, controversial or popular, in an online corpus of debates. We provide results from using a range of argument mining techniques on the debate corpus, showing that the accuracy obtained is sufficient to automatically identify those issues which are, key to the discussion and those which are most divisive.

An Argumentation Approach for Resolving Privacy Disputes in Online Social Networks

In online social networks, users' privacy constraints are distributed and would depend on information that only becomes available over interactions with others. When a content is being shared, others that might be affected by the content should discuss and agree on it so that none of their privacy constraints are violated. We model users as privacy-aware agents that argue with each other by using their ontology and consulting others. Using Assumption-based Argumentation, agents decide whether a content should be shared or not. We evaluate the applicability of our approach on real-life privacy scenarios in comparison with user surveys.

Eliciting Structured Knowledge from Situated Crowd Markets

In this paper we present a crowdsourcing methodology to elicit structured knowledge for arbitrary questions. The method elicits potential answers (options), criteria against which those options should be evaluated, and a ranking of the top options. Our study shows that situated crowdsourcing markets can reliably elicit and moderate this data to generate a ranking of options based on different criteria that correlate well with established online platforms. Our evaluation also shows that local crowds can generate knowledge that is missing from online platforms for local questions. Finally, we discuss the benefits and challenges of eliciting structured knowledge from local crowds.

Experimental Assessment of Aggregation Principles in Argumentation-enabled Collective Intelligence

Very short version: In this work, we present the first experimental evaluation of principles employed by previously introduced argument-based aggregation operator. These operators can be potentially useful for the aggregation of evaluations over conflicting information on the Web. Unlike with simple aggregation of opinions for isolated propositions, aggregation in the context of argumentation can pose further restrictions to ensure consistency. Our analysis reveals a number of factors, not captured by traditional formal models, that play an important role in determining the efficacy of aggregation. These results help bring formal models of argumentation closer to real-world application.

Progressive random indexing: dimensionality reduction preserving local network dependencies

We propose a novel method of social network analysis based on vector space dimensionality reduction which preserves enough local information to provide high prediction accuracy while significantly compressing the processed dataset. The introduced method is established on the concept of exploring knowledge about interactions between modeled objects. The method generalizes Reflective Random Indexing, and can be successfully applied to a wide variety of problems, ranging from link prediction in social networks to traditional recommender systems. The compiled experimental results indicate that the accuracy of the proposed method may be significantly higher than the accuracy of the other widely referenced methods.

Affect and Interaction in Agent-based Systems and Social Media: Guest Editors Introduction

Using Argumentation to improve classification in Natural Language problems

Argumentation has proven successful in a number of domains, including Multi-Agent Systems and Decision support in medicine and engineering. We propose its application to a domain yet largely unexplored by Argumentation research: Computational Linguistics. We have developed a novel classification methodology that incorporates reasoning through Argumentation with supervised learning. We train classifiers and then argue about the validity of their output. To do so we identify arguments that formalise prototypical knowledge of a problem and use them to correct misclassifications. We illustrate our methodology on two tasks. [...] For both tasks we improve classification performance when using our methodology [...]

Can we predict a riot? Disruptive Event Detection using Twitter.

Recently, there has been increased interest in real-world event detection. Automatically detecting events, particularly small-scale incidents, using streamed data is a non-trivial task. To address this challenge we present an end-to-end integrated event detection framework which comprises five main components: data collection, pre-processing, classification, online clustering and summarization. The integration between classification and clustering enables events to be detected, as well as related smaller scale ``disruptive events". We evaluate our framework on a large-scale, real-world dataset from Twitter. Furthermore, we apply our event detection system to a large corpus of tweets posted during the August 2011 riots in England.


Publication Years 2001-2017
Publication Count 288
Citation Count 3839
Available for Download 288
Downloads (6 weeks) 2539
Downloads (12 Months) 18585
Downloads (cumulative) 357082
Average downloads per article 1240
Average citations per article 13
First Name Last Name Award
Dan Boneh ACM Prize in Computing (2014)
Athman Bouguettaya ACM Distinguished Member (2012)
ACM Senior Member (2007)
Ian Brown ACM Distinguished Member (2012)
ACM Senior Member (2007)
Carlos A. Castillo ACM Senior Member (2014)
Lorrie Faith Cranor ACM Senior Member (2006)
Mary P. Czerwinski ACM Distinguished Member (2009)
Marios D Dikaiakos ACM Senior Member (2008)
Dov Dori ACM Senior Member (2006)
Schahram Dustdar ACM Distinguished Member (2009)
Roy T. Fielding ACM Software System Award (1999)
Wendy Hall Outstanding Contribution to ACM Award (2014)
John Heidemann ACM Senior Member (2007)
Harry S Hochheiser ACM Senior Member (2015)
Somesh Jha ACM Distinguished Member (2014)
Angelos Dennis Keromytis ACM Distinguished Member (2012)
ACM Senior Member (2007)
Yunhao Liu ACM Presidential Award (2013)
Filippo Menczer ACM Distinguished Member (2013)
David Patterson ACM-IEEE CS Eckert-Mauchly Award (2008)
ACM Distinguished Service Award (2007)
ACM Karl V. Karlstrom Outstanding Educator Award (1991)
Louiqa Raschid ACM Distinguished Member (2008)
Prashant J Shenoy ACM Distinguished Member (2009)
ACM Senior Member (2006)
Andrew S. Tanenbaum ACM Karl V. Karlstrom Outstanding Educator Award (1994)
Gene Tsudik ACM Senior Member (2013)
Jie Wu ACM Senior Member (2006)
Shuicheng Yan ACM Distinguished Member (2016)
Zhi-Hua Zhou ACM Distinguished Member (2013)
ACM Senior Member (2011)
Hai Zhuge ACM Distinguished Member (2010)
ACM Senior Member (2009)
Hai Zhuge ACM Distinguished Member (2010)
ACM Senior Member (2009)

First Name Last Name Paper Counts
Schahram Dustdar 7
Nicholas Jennings 5
Wilfred Ng 4
Scott Jordan 4
Surya Nepal 3
Djamal Benslimane 3
Ramayya Krishnan 3
Stefano Ceri 3
Amin Vahdat 3
Junghoo Cho 3
Andrea Pugliese 3
Kenneth Leung 3
Hector Garcia-Molina 3
Diklun Lee 3
Qing Li 2
Shiping Chen 2
Florian Daniel 2
Han La Poutré 2
Weiguo Fan 2
Carey Williamson 2
Prashant Shenoy 2
Marco Brambilla 2
Athman Bouguettaya 2
Taklam Wong 2
Jing He 2
Prasant Mohapatra 2
Mahmoud Barhamgi 2
Pierre Genevès 2
Ioana Manolescu 2
Brahim Medjahed 2
Jennifer Golbeck 2
Sarabjot Anand 2
Nicolas Kourtellis 2
Yanchun Zhang 2
Franco Scarselli 2
Angelos Keromytis 2
Ravi Kumar 2
Andreas Paepcke 2
Magdalini Eirinaki 2
Quan Sheng 2
Quan Sheng 2
Zaki Malik 2
Meng Wang 2
Jeannie Albrecht 2
Gene Tsudik 2
Florian Rosenberg 2
Filippo Menczer 2
Antonio Picariello 2
Amar Gupta 2
Bamshad Mobasher 2
Adriana Iamnitchi 2
Salima Benbernou 2
Di Jiang 2
Andrew Tomkins 2
Sriram Raghavan 2
Minghua He 2
Vasilis Vassalos 2
Arun Iyengar 2
Satwik Seshasai 2
Ling Liu 2
Jeremy Blackburn 2
Philipp Leitner 2
Honglinh Truong 2
Chennee Chuah 2
Jussara Almeida 2
Rynson Lau 2
Fabio Casati 2
Vincenzo Moscato 2
Michalis Vazirgiannis 2
Wai Lam 2
Zakaria Maamar 2
Xuhua Ding 2
Sridhar Rajagopalan 2
Federico Facca 2
Hai Jin 2
Neil Hurley 2
Lorrie Cranor 2
Aviel Rubin 2
Gabriele Oligeri 1
Xitong Li 1
Anne Rozinat 1
Jingwen Jin 1
Klara Nahrstedt 1
Anne Kermarrec 1
Sebastian Kaune 1
Shivakant Mishra 1
Marino Segnan 1
Aoying Zhou 1
Peter Thiemann 1
Ali Ahmadinia 1
Hadi Larijani 1
Ahmad Jbara 1
Zhihua Zhou 1
Răzvan Popescu 1
Gregory Bond 1
Alexander Totok 1
Justin Zhan 1
B Oommen 1
Johanna Crisostomo 1
Shinya Fukumura 1
Ming Li 1
Makoto Murata 1
Murali Mani 1
Dongwon Lee 1
Stefan Katzenbeisser 1
Christian Schallhart 1
Jeffrey Mogul 1
Myungjae Park 1
Chinwan Chung 1
Ilya Gluhovsky 1
Arijit Ghosh 1
Cesare Stefanelli 1
Jan Pedersen 1
Feipei Lai 1
Maristella Matera 1
Andrew Whinston 1
Hui Liu 1
Toby Ehrenkranz 1
Sergio Flesca 1
Xin Guo 1
Hong Shen 1
Xuan Chen 1
Daniel Gomes 1
Johannes Gehrke 1
Arno Bakker 1
Alessandro Vespignani 1
Karen Witting 1
Raphael Volz 1
Rudi Studer 1
Martín Abadi 1
Xing Xie 1
Jeffrey Spigel 1
German Shegalov 1
Ricardo Baeza-Yates 1
Michael Rothkopf 1
Giansalvatore Mecca 1
Paolo Atzeni 1
Bongki Moon 1
Sukho Lee 1
Gregorio Pérez 1
Rino Falcone 1
Guojun Wang 1
Abdallah Makhoul 1
Peng Zhang 1
Tomaž Klobučar 1
Dario Cerizza 1
Kamal Bhattacharya 1
Xiaowei Chen 1
John Skvoretz 1
Aron Laszka 1
Steven Weber 1
Christos Kaklamanis 1
Patrick Maillé 1
Maurizio Naldi 1
Laurent Massoulié 1
Mustafa Doğru 1
Martin Hoefer 1
Gregory Wilkin 1
Kyumars Esmaili 1
Alissa Cooper 1
Yue Liu 1
Anura Jayasumana 1
Tim Wegner 1
Lidong Bing 1
Pablo Rodriguez 1
Yasushi Sakurai 1
Payam Pour 1
Viviana Patti 1
Sushil Jajodia 1
Chaochih Chen 1
Oana Tifrea-Marciuska 1
Dingqi Yang 1
Gwen Shaffer 1
Nuray Dindar 1
Thomas Plagemann 1
Lonneke Mous 1
Anna Goy 1
Liliana Ardissono 1
Monica Bianchini 1
Wilson Mok 1
Yong Zhang 1
Shachar Siboni 1
Asaf Shabtai 1
Manish Gupta 1
Hejamadi Rao 1
Dan Boneh 1
Ning Liu 1
Zheng Chen 1
Anders Møller 1
Claus Brabrand 1
Kaname Harumoto 1
Rossano Schifanella 1
Stephen Chenney 1
Vassilis Prevelakis 1
Wenting Tang 1
Alfons Kemper 1
Björn Knutsson 1
George Loizou 1
ChyanYee Goh 1
Amanda Spink 1
Vassilis Tsotras 1
Carlo Zaniolo 1
Simon Szykman 1
Chengzheng Sun 1
Kohsuke Kawaguchi 1
Mi Zhang 1
Paul Dantzig 1
Marie Rousset 1
David Lyback 1
Efthimis Efthimiadis 1
Jing Zhou 1
Angela Bonifati 1
Ugur Kuter 1
James Miller 1
Cristiano Castelfranchi 1
Mourad Ouziri 1
Latifa Baba-Hamed 1
Enrico Gerding 1
Rainer Böhme 1
Zeinab Abbassi 1
Manjesh Hanawal 1
Qian Wang 1
Berthold Vöcking 1
Olivier Brun 1
Matthias Weidlich 1
Cristian Molinaro 1
V Subrahmanian 1
Beate Ottenwälder 1
Z Mao 1
Dan Wallach 1
Rostyslav Zabolotnyi 1
Chunhua Ju 1
Yutaka Yanagisawa 1
Jinli Cao 1
Wanita Sherchan 1
Qinyuan Feng 1
Yafei Dai 1
Jill Freyne 1
Emilio Sulis 1
Alba Amato 1
Koji Kamei 1
Beste Yuksel 1
Mary Czerwinski 1
Quanghieu Vu 1
Rukshan Athauda 1
Geoff Skinner 1
Daqing Zhang 1
Matteo Baldoni 1
Hassan Sayyadi 1
Kemal Bicakci 1
Antonio D’Acierno 1
Eric Pospisil 1
Kirstie Hawkey 1
Uwe Zdun 1
Wil Van Der Aalst 1
Robert Van Engelen 1
Karim Benouaret 1
Peter Dolog 1
Bernd Simon 1
Marco Maggini 1
Eugene Agichtein 1
Eitan Altman 1
Dahming Chiu 1
Glenn Bruns 1
Balakrishna Prabhu 1
Patrick Eugster 1
Kurt Rothermel 1
Nesime Tatbul 1
Rafiq Dossani 1
Nathan Denny 1
Patricia Kearney 1
Barry Smyth 1
Chad Williams 1
Ian Brown 1
Pranav Dandekar 1
David Bild 1
Peter Danielis 1
Yi Zhuang 1
Lei Chen 1
Anne Ngu 1
Hangyu Ko 1
Angel Molina 1
Nikolaos Laoutaris 1
Christian Inzinger 1
Sanat Bista 1
Gianni Costa 1
Tiendung Cao 1
María Martínez 1
Jan Vosecky 1
Thiago Silva 1
Massimiliano Albanese 1
Stuart Madnick 1
Peter Langendoerfer 1
Allel Hadjali 1
Xiao Bai 1
Adel Taweel 1
Zheng Lu 1
Hanqiang Cheng 1
Sui Huang 1
Giovanna Petrone 1
Beatrice Ng 1
Guoren Wang 1
Li Duan 1
Renping Liu 1
Junliang Chen 1
Rachid Guerraoui 1
Yinong Chen 1
Tatseng Chua 1
Xue Liu 1
Addison Chan 1
Victoria Ungureanu 1
Haifeng Jiang 1
Shihui Zheng 1
Abbas Javed 1
Kim Choo 1
Dimitrios Georgakopolous 1
Xiaobing Xue 1
Sara Corfini 1
Eric Cheung 1
Waynewei Huang 1
Phillipa Gill 1
Vincent Quint 1
Licia Capra 1
Terry Payne 1
Naveen Chilamkurti 1
Junki Min 1
Michael Brinkmeier 1
Chiawei Hu 1
Wang Lam 1
Adam Prügel-Bennett 1
Bernard Tan 1
Upkar Varshney 1
Shuyao Chien 1
Janming Ho 1
Liming Tseng 1
Luigi Laura 1
Stefano Lonardi 1
Varghese Jacob 1
Prashant Pradhan 1
Dan Rubenstein 1
Deke Guo 1
Weiming Zhang 1
John Heidemann 1
Maria Arinbjarnar 1
Mark Manasse 1
Ted Wobber 1
Zhisheng Li 1
Philip YU 1
Dave Kormann 1
Vijay Dialani 1
Wendy Hall 1
Joos Vandewalle 1
Bart Preneel 1
Yuexin Zhang 1
Nils Tippenhauer 1
Amir Herzberg 1
Hai Zhuge 1
Peng Shi 1
J Ramming 1
Shlomo Moran 1
Xin Li 1
Martin Arlitt 1
Aniket Mahanti 1
Shinji Shimojo 1
Bhuvan Urgaonkar 1
Sherali Zeadally 1
Hweehwa Pang 1
Jialie Shen 1
Ludmila Cherkasova 1
Honghui Lu 1
Michael Franklin 1
Niels Provos 1
Salvatore Stolfo 1
Taher Haveliwala 1
Kailung Hui 1
James Hendler 1
Donghui Zhang 1
Ram Sriram 1
Asterios Katsifodimos 1
Jun Li 1
Piero Fraternali 1
Keqiu Li 1
Saurabh Chakradeo 1
Mustaque Ahamad 1
Adina Crainiceanu 1
Prakash Linga 1
Xufa Wang 1
David Kristol 1
Mike Dahlin 1
Simon Byers 1
Jeremy Schiff 1
Alessandro Acquisti 1
Alex Snoeren 1
Kyuho Park 1
Le Sun 1
Jacques Bahi 1
Soror Sahri 1
Stefano Ferretti 1
Marco Roccetti 1
Wolfgang Nejdl 1
Carlo Sartiani 1
Séamus McLoone 1
Jason Hong 1
Tehchung Chen 1
Christoph Goebel 1
Dirk Neumann 1
Manuel Pérez 1
Uwe Aickelin 1
Padmini Srinivasan 1
Nicholas Kushmerick 1
Timothy Shih 1
Xiaofei Liao 1
Jun Hong 1
Gary Flake 1
Clyde Giles 1
Johan Pouwelse 1
Matei Ripeanu 1
Pierre Coucheney 1
Florian Daniel 1
Thomas Keßelheim 1
Boris Koldehofe 1
David Lillethun 1
Boris Glavic 1
Li Xiong 1
Runa Bhaumik 1
Michael Wellman 1
Dirk Timmermann 1
Paolo Torroni 1
László Gyarmati 1
CÉcile Paris 1
Mingchu Li 1
Salvatore Venticinque 1
Takeshi Okadome 1
Mehdi Dastani 1
Rosa Meo 1
Penny Collisson 1
Tran Pham 1
Duchung Le 1
Krishna Kant 1
Zhiwen Yu 1
Fabrício Benevenuto 1
Louiqa Raschid 1
Gareth Tyson 1
Yuli Liang 1
Jianxun Dang 1
Richard Han 1
Jeffreyxu Yu 1
George Karypis 1
Mukund Deshpande 1
Irene Celino 1
Mohamed Shehab 1
Michaël Mrissa 1
Dick Epema 1
Tian Guo 1
Pascal Schöttle 1
Jens Grossklags 1
Zhen Ye 1
Urtzi Ayesta 1
Vana Kalogeraki 1
Christopher Mutschler 1
Edward Curry 1
Kirak Hong 1
Praveen Pathak 1
Subramanyam Chitti 1
Mary Shapcott 1
Robin Burke 1
Bryce Wiedenbeck 1
Inyoung Ko 1
Marco Lippi 1
Johannes Schleicher 1
Amal Alhosban 1
Vicente Botti 1
Georgiana Copil 1
Ling Liu 1
Claudio Ardagna 1
Lihua Yuan 1
Gerardo Simari 1
Marcos Gonçalves 1
Fabio Persia 1
Hongwei Zhu 1
Santsai Sun 1
Ildar Muslukhov 1
Ziyang Liu 1
Guangda Li 1
Yue Gao 1
Xinyu Xing 1
Qin Lv 1
Hongjun Lu 1
Gareth Roberts 1
Panayiotis Tsaparas 1
Allan Borodin 1
Ye Zhao 1
Chenghsin Hsu 1
Dongxi Liu 1
Jianhan Zhu 1
Nalini Venkatasubramanian 1
Neetesh Saxena 1
Bo Cheng 1
Yang Xiang 1
Yuval Elovici 1
Manish Agrawal 1
Paweł Gburzyński 1
Duanning Zhou 1
Antônio Loureiro 1
Niklas Carlsson 1
Vijay Karamcheti 1
Nabil Layaïda 1
Robert Kinicki 1
Giancarlo Ruffo 1
Tzuchi Huang 1
Syam Menon 1
Bjarnsteinn orsson 1
Olivier Nimeskern 1
Weijen Li 1
Bernard Jansen 1
Ah Tsoi 1
Jengwei Lin 1
Bianca Schroeder 1
Younguk Ryu 1
Yunhao Liu 1
Marjory Blumenthal 1
Siqing Zheng 1
Maarten Maarten Van Steen 1
Mark Meiss 1
Daniel Oberle 1
Michalis Petropoulos 1
Michael Burrows 1
Hingyuet Fung 1
Joel Wolf 1
Padmanabhan Srinagesh 1
Stanley Besen 1
Roger Barga 1
David Lomet 1
Harry Hochheiser 1
Esther David 1
Dario Colazzo 1
Alan Kenny 1
Tomás Ward 1
Ponnurangam Kumaraguru 1
Steve Sheng 1
R Sundarraj 1
Ahmed Saeed 1
David Patterson 1
Zhongfei Zhang 1
Shamik Banerjee 1
Antonio Rinaldi 1
Richard Taylor 1
Mark Claypool 1
Helmut Veith 1
David Turner 1
Donald Kossmann 1
Andrew Tanenbaum 1
Alberto Bartoli 1
Giorgio Davanzo 1
Shlomo Hershkop 1
Gary Wesley 1
Irma Becerra-Fernandez 1
Tracy Mullen 1
Patricia Anthony 1
Xianjun Geng 1
Yun Huang 1
Marios Dikaiakos 1
Erol Gelenbe 1
Francis Chin 1
Mário Silva 1
Italo Dacosta 1
Jim Challenger 1
Yannis Papakonstantinou 1
Stephen Dill 1
D Sivakumar 1
Sarit Kraus 1
Joonho Kwon 1
Praveen Rao 1
Darren Dao 1
Robin Dunbar 1
Wenjun Jiang 1
Jiangang Ma 1
Christophe Guyeux 1
Guangyan Huang 1
Guénolé Silvestre 1
Sander Bohte 1
Paola Salomoni 1
Silvia Mirri 1
John Hughes 1
Chirine Ghedira 1
Adelelu Jia 1
Sambit Sahu 1
Ghassan Karame 1
Nikolay Topilski 1
Amy Dalal 1
Kiwoong Park 1
Alistair Sutcliffe 1
Jie Wu 1
Mourad Hakem 1
Guodong Long 1
Abdelmounaam Rezgui 1
Haruo Hosoya 1
Michael O'Mahony 1
Frederick Li 1
Paolo Frasconi 1
Steve Lawrence 1
Luis Gravano 1
Xiaowen Chu 1
Benjamin Johnson 1
Jaudelice De Oliveira 1
Ioannis Caragiannis 1
Xiaofang Zhou 1
Hyoseop Lee 1
Alexander Artikis 1
Michæl Philippsen 1
Souleiman Hasan 1
Antonino Rullo 1
H Bandara 1
Vlado Altmann 1
Lina Yao 1
Xue Li 1
Costas Courcoubetis 1
Kostas Sdrolias 1
Yasue Kishino 1
Dhaminda Abeywickrama 1
Sita Ramakrishnan 1
Ruchdee Binmad 1
Emilio Vivancos 1
Riccardo Ortale 1
Paolo Rosso 1
Rui Zhang 1
Zhiyong Yu 1
Kai Xing 1
Cristina Baroglio 1
Qusay Mahmoud 1
Paul Grace 1
Jeffrey Rosenthal 1
Ngoc Do 1
Aveek Das 1
Timothy Wood 1
Aurélien Francillon 1
Victor Budilivschi 1
Srdjan Čapkun 1
Murat Alanyali 1
David Starobinski 1
Roch Guérin 1
Panagiotis Kanellopoulos 1
Giuseppe D'Acquisto 1
Nidhi Hegde 1
Matthew Andrews 1
Josu Doncel 1
Avigdor Gal 1
Siddarth Jayanty 1
Ravi Aron 1
Lin Deng 1
Maurice Coyle 1
Jan Skodzik 1
Achim Koerner 1
Nan Jiang 1
Bexy Alfonso 1
Daniel Moldovan 1
Carlos Rodríguez 1
Delia Farias 1
Ting Yu 1
Ilung Pranata 1
Thomas Lukasiewicz 1
Djamal Zeghlache 1
Federico Capuzzimati 1
Konstantin Beznosov 1
Marlon Dumas 1
Chun Ouyang 1
Eric Verbeek 1
Andreas Mauthe 1
Valentin Robu 1
Craig Shue 1
Andrew Kalafut 1
Marco Gori 1
Ge Yu 1
Parth Pathak 1
Narendra Chaudhari 1
Yunpeng Xing 1
Pamela Zave 1
Jacek Maitan 1
Juliana Salles 1
Michael Schwartzbach 1
Christian Nentwich 1
Vedran Capkun 1
Santiago Grijalva 1
Xinyi Huang 1
Jemin Lee 1
Elisa Bertino 1
David Oppenheimer 1
Antonio Brogi 1
K Purdy 1
Ronny Lempel 1
Christian Platzer 1
Jun Yan 1
Shuicheng Yan 1
Nabil Layaïda 1
Roy Fielding 1
Anthony Finkelsteiin 1
Tadashi Nakano 1
James Nichols 1
Óscar Díaz 1
Juan Rodríguez 1
Sebastian Stein 1
Paul Groth 1
Cekuen Shieh 1
Yun Fu 1
Ali Amiri 1
Divesh Srivastava 1
Eric Medvet 1
Trevor Fenner 1
Mark Levene 1
Prabhakar Raghavan 1
Antonio Corradi 1
Rebecca Montanari 1
Mor Harchol-Balter 1
Stefano Millozzi 1
Debora Donato 1
George Pallis 1
Arvind Arasu 1
Sara Comai 1
Haifeng Shen 1
Patrick Traynor 1
Jayavel Shanmugasundaram 1
Robert Lindsay 1
Marc Waldman 1
Kevin McCurley 1
Jian Yin 1
Carlos Castillo 1
Andrei Arion 1
Alex Rogers 1
Paolo Merialdo 1
Wolfgang Emmerich 1
Shojiro Nishio 1
Simon Miles 1
Luc Moreau 1
Timothy Roscoe 1
Somesh Jha 1
Reinhard Braumandl 1
Bryan Hopkins 1
Moheeb Rajab 1
Fabian Monrose 1
Ke Wang 1
Paolo Bellavista 1
Markus Hagenbuchner 1
Daniele Mazzocchi 1
Daniel Villela 1
Zhong Liu 1
David Clark 1
Bettina Fazzinga 1
Björn Jónsson 1
Ashwin Machanavajjhala 1
Steffen Staab 1
Alex Liu 1
Xiangye Xiao 1
Chong Wang 1
Minwen Ji 1
Michael Gordon 1
Lorenzo Alvisi 1
François Goasdoué 1
Magnus Boman 1
Gerhard Weikum 1
David De Roure 1
Peter Triantafillou 1
Chuan Yue 1
Christopher Tuttle 1
Di Wang 1
Jonathan Smith 1
Jörg Schreck 1
Robert Cooley 1
Chengqi Zhang 1
Asma Abboura 1
Henri Prade 1
Jiannong Cao 1
Olivia Sheng 1
Arif Ghafoor 1
Dov Dori 1
Upendra Sharma 1
Joris Claessens 1
Theoni Pitoura 1
Haining Wang 1
Scott Dick 1
Ryan Braud 1
Santiago Ros 1
Angel Canelles 1
Félix Mármol 1
Alessandro Sapienza 1
Hua Wang 1
Alfred Kobsa 1
Benjamin Pierce 1
Gautam Pant 1
Xuping Tu 1
Xiao Fang 1
Emanuele Valle 1
Avigdor Gal 1
Iris Reinhartz-Berger 1
Eran Toch 1
Emir Kavurmacioglu 1
Maria Kyropoulou 1
Bruno Tuffin 1
Soudip Roy Chowdhury 1
Rajesh Sundaresan 1
Chikin Chau 1
K Jayaram 1
Umakishore Ramachandran 1
Peter Fischer 1
Ashish Goel 1
Robert Dick 1
Cristian Borcea 1
Waldemar Hummer 1
Junghyun Kwon 1
Michael Vögler 1
Takuya Maekawa 1
Guangyan Huang 1
Khayyam Hashmi 1
Wei Dai 1
Alexander Pankov 1
Jürgen Cito 1
Rui Xue 1
Pierangela Samarati 1
Angelos Stavrou 1
Pedro Vaz De Melo 1
Flavio Figueiredo 1
Bruno Crispo 1

Affiliation Paper Counts
SRI International 1
Vienna University of Economics and Business Administration 1
Emory University 1
Demokritos National Centre for Scientific Research 1
Florida State University 1
Illinois Institute of Technology 1
University of Helsinki 1
University of Haifa 1
George Washington University 1
University of Texas at San Antonio 1
Princeton University 1
Ohio State University 1
University of Manchester 1
Northwestern Polytechnical University China 1
IBM Tokyo Research Laboratory 1
University of the District of Columbia 1
Dalian University of Technology 1
Gottfried Wilhelm Leibniz Universitat 1
Johns Hopkins University 1
Rice University 1
National Taiwan University 1
Nanyang Technological University 1
Prince of Songkla University 1
Oklahoma State University - Stillwater 1
The University of Hong Kong 1
University of Missouri-Kansas City 1
Hong Kong Polytechnic University 1
Centro de Pesquisas de Energia Eletrica 1
Linkoping University 1
ENSMA Ecole Nationale Superieure de Mecanique et dAerotechnique 1
Molecular & Behavioral Neuroscience Institute, University Michigan Ann Arbor 1
Korea University of Technology and Education 1
Washington University in St. Louis 1
University of Oslo 1
Kyoto University 1
Ohio University Athens 1
Eastern Washington University 1
Japan Advanced Institute of Science and Technology 1
University of Wollongong 1
France Telecom Division Recherche et Developpement 1
Georgia State University 1
Universidad de Chile 1
Telecom Bretagne 1
Seoul National University 1
University of Massachusetts System 1
University of Florida 1
Indian Institute of Science 1
University of Duisburg-Essen 1
National Cheng Kung University 1
University of Nottingham 1
Florida International University 1
National Academy of Sciences 1
University of Pittsburgh 1
North Carolina Agricultural and Technical State University 1
University of Guelph 1
Dalhousie University 1
RWTH Aachen University 1
Beijing University of Posts and Telecommunications 1
Academia Sinica Taiwan 1
Central South University China 1
Fuzhou University 1
The Education University of Hong Kong 1
National Tsing Hua University 1
Tamkang University 1
University of Wisconsin 1
Rose Hulman Institute Technology 1
Fujian Normal University 1
Technical University of Munich 1
Binghamton University State University of New York 1
Flinders University of South Australia 1
Basilicata University Potenza 1
Tunghai University 1
Communication University of China 1
University of Toledo 1
University of Florence 1
Queen Mary, University of London 1
Aalborg University 1
University of Durham 1
New Jersey Institute of Technology 1
National Institute of Standards and Technology 1
LungHwa University of Science and Technology 1
Jozef Stefan Institute 1
University of Iowa 1
Universite Paris-Sud XI 1
National Central University Taiwan 1
University of Ferrara 1
University of California, Santa Cruz 1
The University of North Carolina at Chapel Hill 1
Tsinghua University 1
ConAgra Foods Incorporated 1
Xidian University 1
Grand Valley State University 1
IBM Haifa Labs 1
Microsoft Corporation 1
Stephen M. Ross School of Business 1
Kwansei Gakuin University 1
University of the Basque Country 1
Swiss Federal Institute of Technology, Lausanne 1
University of New South Wales 1
Northeastern University 1
New Mexico Institute of Mining and Technology 1
University of Athens 1
California State University San Marcos 1
University of California, Riverside 1
TOBB University of Economics and Technology 1
Universite de Versailles Saint-Quentin-en-Yvelines 1
Cisco Systems 1
Technical University of Ilmenau 1
Temple University 1
Texas State University-San Marcos 1
Rutgers, The State University of New Jersey 1
Swinburne University of Technology 1
Swedish Institute of Computer Science 1
NEC Corporation 1
Michigan State University 1
University at Buffalo, State University of New York 1
US Naval Academy 1
Hunan University 1
Universitat Pompeu Fabra 1
Intel Corporation 1
California State University 1
International Computer Science Institute 1
HEC School of Management 1
Hochiminh City University of Technology 1
Hangzhou First People's Hospital 1
Akamai Technologies 1
NEC Europe Ltd 1
M&T Bank Corporation 1
Istituto Superiore Mario Boella 1
Masdar Institute of Science and Technology 1
University of San Francisco 1
Australian Government, Australian Research Council 1
Daegu Gyeongbuk Institute of Science and Technology 1
Indian Institute of Technology Indore 1
Laboratoire de Recherche en Informatique 1
Universidad de Murcia 2
University of Munster 2
University of Illinois at Urbana-Champaign 2
University of Erlangen-Nuremberg 2
CSIRO Ict Centre 2
Hefei University of Technology 2
Arizona State University 2
University of Minnesota System 2
University of Michigan-Dearborn 2
La Trobe University 2
Cornell University 2
Utrecht University 2
CNRS Centre National de la Recherche Scientifique 2
AT&T Laboratories Florham Park 2
National University of Ireland, Galway 2
Duke University 2
Colorado State University 2
University of Texas at Dallas 2
Telefonica 2
Istituto Di Calcolo E Reti Ad Alte Prestazioni, Rende 2
Queensland University of Technology 2
King's College London 2
University of Oregon 2
Zhejiang Gongshang University 2
Roma Tre University 2
University of Passau 2
University of Waterloo 2
Hong Kong Baptist University 2
Imperial College London 2
University of Southern California, Information Sciences Institute 2
University of Washington, Seattle 2
The College of William and Mary 2
Charles River Associates 2
Carleton University 2
University of Science and Technology of China 2
Williams College 2
New York University 2
The University of Warwick 2
University of California, Berkeley 2
University of Utah 2
Second University of Naples 2
Virginia Tech 2
University of Roma Tor Vergata 2
University of California, Los Angeles 2
University of Southern California 2
University of Milan 2
University of Queensland 2
Northeastern University China 2
University of Texas System 2
Nanjing University 2
Zayed University 2
University of Cyprus 2
Khalifa University 2
Singapore University of Technology and Design 2
Qatar Computing Research institute 2
INRIA Saclay 2
Universidade de Lisboa 2
Max Planck Institute for Informatics 3
McGill University 3
Delft University of Technology 3
Glasgow Caledonian University 3
Vrije Universiteit Amsterdam 3
Wayne State University 3
Fudan University 3
University of Newcastle, Australia 3
Technical University of Darmstadt 3
RMIT University 3
University of Zurich 3
University of Massachusetts Amherst 3
Peking University 3
University of Stuttgart 3
University of Toronto 3
University of Naples Federico II 3
George Mason University 3
University of Trieste 3
Deakin University 3
Monash University 3
Boston University 3
Lancaster University 3
National University of Defense Technology China 3
Catholic University of Leuven, Leuven 3
INRIA Futurs 3
University of Freiburg 3
Swiss Federal Institute of Technology, Zurich 3
National University of Ireland, Maynooth 3
Ben-Gurion University of the Negev 3
University of Aarhus 3
Ecole des Mines de Paris 3
University of London 3
Reykjavik University 3
University of Calgary 4
Bar-Ilan University 4
Chinese University of Hong Kong 4
Purdue University 4
University of Adelaide 4
University of Arizona 4
HP Labs 4
Universidad Politecnica de Valencia 4
AT&T Inc. 4
Drexel University 4
Singapore Management University 4
Indiana University 4
University College London 4
Massachusetts Institute of Technology 4
Osaka University 4
Nippon Telegraph and Telephone Corporation 4
Huazhong University of Science and Technology 4
University of Pisa 4
Universite Paris Descartes 4
Karlsruhe Institute of Technology, Campus South 4
University of Alberta 4
University of Roma La Sapienza 4
Eindhoven University of Technology 4
Microsoft Research Asia 4
Universite de Toulouse 4
University of Colorado at Boulder 5
University of Siena 5
Center for Mathematics and Computer Science - Amsterdam 5
University of Texas at Austin 5
Chinese Academy of Sciences 5
University of Ulster 5
Nokia Bell Labs 5
Technion - Israel Institute of Technology 5
University of Technology Sydney 5
DePaul University 5
University of California, San Diego 5
University of Patras 5
University of Rostock 6
Google Inc. 6
University of Pennsylvania 6
The University of British Columbia 6
IBM Research 6
Worcester Polytechnic Institute 6
INRIA Institut National de Rechereche en Informatique et en Automatique 6
University of Trento 6
Microsoft Research 6
Yahoo Research Labs 6
University of Michigan 7
Pennsylvania State University 7
University College Dublin 7
City University of Hong Kong 7
IBM Thomas J. Watson Research Center 7
Athens University of Economics and Business 7
University of Calabria 7
University of Oxford 7
Commonwealth Scientific and Industrial Research Organization 7
Korea Advanced Institute of Science & Technology 7
Victoria University Melbourne 8
University of South Florida Tampa 8
IBM Almaden Research Center 8
University of California, Davis 8
National University of Singapore 8
University of Maryland 8
Universite Claude Bernard Lyon 1 8
Federal University of Minas Gerais 8
University of Bologna 9
Columbia University 12
University of Turin 13
Georgia Institute of Technology 13
Carnegie Mellon University 13
University of California, Irvine 14
Politecnico di Milano 15
University of Southampton 16
Stanford University 17
Hong Kong University of Science and Technology 19
Vienna University of Technology 22

ACM Transactions on Internet Technology (TOIT)

Volume 17 Issue 1, January 2017  Issue-in-Progress

Volume 16 Issue 4, December 2016 Special Issue on Internet of Things (IoT): Smart and Secure Service Delivery
Volume 16 Issue 3, August 2016
Volume 16 Issue 2, April 2016
Volume 16 Issue 1, February 2016

Volume 15 Issue 4, December 2015 Special Issue on Trust in Social Networks and Systems
Volume 15 Issue 3, September 2015
Volume 15 Issue 2, June 2015
Volume 15 Issue 1, February 2015 Special Issue on Foundations of Social Computing

Volume 14 Issue 4, December 2014 Special Issue on Foundations of Social Computing
Volume 14 Issue 2-3, October 2014 Special Issue on Pricing and Incentives in Networks and Systems and Regular Papers
Volume 14 Issue 1, July 2014 Special Issue on Event Recognition
Volume 13 Issue 4, July 2014
Volume 13 Issue 3, May 2014

Volume 13 Issue 2, December 2013
Volume 13 Issue 1, November 2013
Volume 12 Issue 4, July 2013
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Volume 12 Issue 2, December 2012
Volume 12 Issue 1, June 2012
Volume 11 Issue 4, March 2012
Volume 11 Issue 3, January 2012

Volume 11 Issue 2, December 2011
Volume 11 Issue 1, July 2011
Volume 10 Issue 4, March 2011

Volume 10 Issue 3, October 2010
Volume 10 Issue 2, May 2010
Volume 10 Issue 1, February 2010

Volume 9 Issue 4, September 2009
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Volume 8 Issue 4, September 2008
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Volume 8 Issue 1, November 2007
Volume 7 Issue 4, October 2007
Volume 7 Issue 3, August 2007 Special Issue on the Internet and Outsourcing
Volume 7 Issue 2, May 2007
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Volume 6 Issue 4, November 2006
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Volume 5 Issue 4, November 2005
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Volume 4 Issue 4, November 2004
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Volume 3 Issue 4, November 2003
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Volume 3 Issue 2, May 2003
Volume 3 Issue 1, February 2003

Volume 2 Issue 4, November 2002
Volume 2 Issue 3, August 2002
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Volume 2 Issue 1, February 2002

Volume 1 Issue 2, November 2001
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