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Big data is one of the most discussed, and possibly least understood, terms in use in business today. Big data is said to offer not only unprecedented levels of business intelligence concerning the habits of consumers and rivals, but also…

Computers and Society · Computer Science 2015-11-11 Chris Kimble , Giannis Milolidakis

The LinkedIn Salary product was launched in late 2016 with the goal of providing insights on compensation distribution to job seekers, so that they can make more informed decisions when discovering and assessing career opportunities. The…

Social and Information Networks · Computer Science 2018-06-26 Xi Chen , Yiqun Liu , Liang Zhang , Krishnaram Kenthapadi

With the explosion of social media in the last few years, web pages nowadays include different social network buttons where users can express if they support or recommend content. Those social buttons are very visual and their…

Human-Computer Interaction · Computer Science 2014-10-13 Omar Alonso , Vasilis Kandylas

Today, the large number of players and the high computational requirements of video games have motivated research on Green Video Games. We present a survey that provides an overview of this recent research area. A total of 2,637 papers were…

Software Engineering · Computer Science 2023-12-15 Carlos Pérez , Ana C. Marcén , Javier Verón , Carlos Cetina

Representatives of several Internet service providers (ISPs) have expressed their wish to see a substantial change in the pricing policies of the Internet. In particular, they would like to see content providers (CPs) pay for use of the…

Networking and Internet Architecture · Computer Science 2013-10-01 Eitan Altman , Manjesh Kumar Hanawal , Rajesh Sundaresan

In November 2022, Europe and the world by and large were stunned by the birth of a new large language model : ChatGPT. Ever since then, both academic and populist discussions have taken place in various public spheres such as LinkedIn and…

Computers and Society · Computer Science 2025-05-13 Nadine Sandjo Tchatchoua , Richard Harper

Accurately capturing feature interactions is essential in recommender systems, and recent trends show that scaling up model capacity could be a key driver for next-level predictive performance. While prior work has explored various model…

Over the last decade we have watched as artificial intelligence has been transformed into one of the most important issues of our time, and games have grown into the biggest entertainment industry. As a result, game AI research as a field…

Computers and Society · Computer Science 2021-06-01 Michael Cook

How to quickly and automatically mine effective information and serve investment decisions has attracted more and more attention from academia and industry. And new challenges have arisen with the global pandemic. This paper proposes a…

Computational Finance · Quantitative Finance 2022-12-20 Jimei Shen , Zhehu Yuan , Yifan Jin

The launch of ChatGPT in November 2022 marked the beginning of a new era in AI, the availability of generative AI tools for everyone to use. ChatGPT and other similar chatbots boast a wide range of capabilities from answering student…

Computation and Language · Computer Science 2024-09-04 Yanchen Wang , Lisa Singh

Stablecoins, with a capitalization exceeding 200 billion USD as of January 2025, have shown significant growth, with annual transaction volumes exceeding 10 trillion dollars in 2023 and nearly doubling that figure in 2024. This exceptional…

General Economics · Economics 2025-07-21 Ahmed Mahrous , Maurantonio Caprolu , Roberto Di Pietro

After the Internet and the World Wide Web have become popular and widely-available, the electronically stored online interactions of individuals have fast emerged as a challenge for researchers and, perhaps even faster, as a source of…

Social and Information Networks · Computer Science 2012-08-23 Matus Medo

P2P lending presents as an innovative and flexible alternative for conventional lending institutions like banks, where lenders and borrowers directly make transactions and benefit each other without complicated verifications. However, due…

Computers and Society · Computer Science 2017-05-11 Honglun Zhang , Haiyang Wang , Xiaming Chen , Yongkun Wang , Yaohui Jin

Social Media is a cyber-security risk for every business. What do people share on the Internet? Almost everything about oneself is shared: friendship, demographics, family, activities, and work-related information. This could become a…

Social and Information Networks · Computer Science 2021-03-09 Guerrino Mazzarolo , Juan Carlos Fernandez Casas , Anca Delia Jurcut , Nhien-AnLe-Khac

This work introduces Gemma, a family of lightweight, state-of-the art open models built from the research and technology used to create Gemini models. Gemma models demonstrate strong performance across academic benchmarks for language…

Computation and Language · Computer Science 2024-04-17 Gemma Team , Thomas Mesnard , Cassidy Hardin , Robert Dadashi , Surya Bhupatiraju , Shreya Pathak , Laurent Sifre , Morgane Rivière , Mihir Sanjay Kale , Juliette Love , Pouya Tafti , Léonard Hussenot , Pier Giuseppe Sessa , Aakanksha Chowdhery , Adam Roberts , Aditya Barua , Alex Botev , Alex Castro-Ros , Ambrose Slone , Amélie Héliou , Andrea Tacchetti , Anna Bulanova , Antonia Paterson , Beth Tsai , Bobak Shahriari , Charline Le Lan , Christopher A. Choquette-Choo , Clément Crepy , Daniel Cer , Daphne Ippolito , David Reid , Elena Buchatskaya , Eric Ni , Eric Noland , Geng Yan , George Tucker , George-Christian Muraru , Grigory Rozhdestvenskiy , Henryk Michalewski , Ian Tenney , Ivan Grishchenko , Jacob Austin , James Keeling , Jane Labanowski , Jean-Baptiste Lespiau , Jeff Stanway , Jenny Brennan , Jeremy Chen , Johan Ferret , Justin Chiu , Justin Mao-Jones , Katherine Lee , Kathy Yu , Katie Millican , Lars Lowe Sjoesund , Lisa Lee , Lucas Dixon , Machel Reid , Maciej Mikuła , Mateo Wirth , Michael Sharman , Nikolai Chinaev , Nithum Thain , Olivier Bachem , Oscar Chang , Oscar Wahltinez , Paige Bailey , Paul Michel , Petko Yotov , Rahma Chaabouni , Ramona Comanescu , Reena Jana , Rohan Anil , Ross McIlroy , Ruibo Liu , Ryan Mullins , Samuel L Smith , Sebastian Borgeaud , Sertan Girgin , Sholto Douglas , Shree Pandya , Siamak Shakeri , Soham De , Ted Klimenko , Tom Hennigan , Vlad Feinberg , Wojciech Stokowiec , Yu-hui Chen , Zafarali Ahmed , Zhitao Gong , Tris Warkentin , Ludovic Peran , Minh Giang , Clément Farabet , Oriol Vinyals , Jeff Dean , Koray Kavukcuoglu , Demis Hassabis , Zoubin Ghahramani , Douglas Eck , Joelle Barral , Fernando Pereira , Eli Collins , Armand Joulin , Noah Fiedel , Evan Senter , Alek Andreev , Kathleen Kenealy

Understanding dynamics of evolution in large social networks is an important problem. In this paper, we characterize evolution in large multi-relational social networks. The proliferation of online media such as Twitter, Facebook, Orkut and…

Social and Information Networks · Computer Science 2014-07-11 Ayush Singhal , Atanu Roy , Jaideep Srivastava

Internet becomes a large and rich repository of information about us as individually. Any thing form user profile information to friends links the user subscribes to are reflection of social interactions as user has in real worlds. Social…

Computers and Society · Computer Science 2009-12-08 Rajni Ranjan Singh , Deepak Singh Tomar

Wikipedia -- like most peer production communities -- suffers from a basic problem: the amount of work that needs to be done (articles to be created and improved) exceeds the available resources (editor effort). Recommender systems have…

Computers and Society · Computer Science 2022-08-18 Mo Houtti , Isaac Johnson , Joel Cepeda , Soumya Khandelwal , Aviral Bhatnagar , Loren Terveen

The rise of ChatGPT has brought a notable shift to the AI sector, with its exceptional conversational skills and deep grasp of language. Recognizing its value across different areas, our study investigates ChatGPT's capacity to predict…

Statistical Finance · Quantitative Finance 2023-11-14 Ummara Mumtaz , Summaya Mumtaz

Ranking plays a central role in connecting users and providers in Information Retrieval (IR) systems, making provider-side fairness an important challenge. While recent research has begun to address fairness in ranking, most existing…

Information Retrieval · Computer Science 2026-02-03 Yiteng Tu , Weihang Su , Shuguang Han , Yiqun Liu , Qingyao Ai