Archive

Great Innovative Ideas

Great Innovative Ideas are a way to showcase the exciting new research and ideas generated by the computing community.

A Task-Centric Framework to Revolutionize Big Data Systems Research

The following Great Innovative Idea is from Da Yan, tenure-track assistant professor in the Department of Computer Sciences at the University of Alabama at Birmingham (UAB). Yan presented his poster, A Task-Centric Framework to Revolutionize Big Data Systems Research, at the Computing Community Consortium (CCC) Early Career Researcher Symposium, August 1-2, 2018. The Idea Big Data frameworks such as Apache Hadoop […]

A Villain’s Guide To Social Media And Web Science

The following Great Innovative Idea is from Mark Bernstein, the chief scientist at Eastgate Systems, Inc and Clare Hooper, an Independent Scholar in Vancouver, BC, Canada. Mark and Clare were winners at the recent Computing Community Consortium (CCC) sponsored Blue Sky Ideas Conference Track at the 29TH ACM Conference on Hypertext and Social Media, July 9-12, 2018 in Baltimore, MD. Their paper is called “A Villain’s Guide […]

As We May Hear: Our Slaves of Steel II

The following Great Innovative Idea is from Mark Bernstein, the chief scientist at Eastgate Systems, Inc. Mark was one of the winners at the recent Computing Community Consortium (CCC) sponsored Blue Sky Ideas Conference Track at the 29TH ACM Conference on Hypertext and Social Media, July 9-12, 2018 in Baltimore, MD. His paper is called “As We May Hear: Our Slaves of Steel II.” […]

Identifying optimal navigation schemes by merging tools from computer science, physics, and biology

The following Great Innovative Idea is from Orit Peleg an Assistant Professor of Computer Science from the University of Colorado Boulder. Peleg was one of the participants at the recent Computing Community Consortium (CCC) Robotic Materials workshop. The Idea Animals use a combination of egocentric navigation driven by the internal integration of environmental cues, interspersed with […]

Learning Fast and Slow: Levels of Learning in General Autonomous Intelligent Agents

The following Great Innovative Idea is from John E. Laird from the Unversity of Michigan. Laird was one of the Blue Sky Award winners at the Association for the Advancement of Artificial Intelligence Conference (AAAI-18) for his paper, coauthored with Shiwali Mohan from the Palo Alto Research Center, on Learning Fast and Slow: Levels of Learning in General Autonomous Intelligent […]

Geotagging IP Packets for Location-Aware Software

The following Great Innovative Idea is from Tamraparni Dasu, Yaron Kanza, and Divesh Srivastava, from AT&T Labs-Research. They were one of the Blue Sky Award winners at the ACM SIGSPATIAL 2017 conference for their paper, Geotagging IP Packets for Location-Aware Software-Defined Networking in the Presence of Virtual Network Functions. The Idea When routing IP packets on the Internet, […]

Autonomous Agents in the Wild: Human Interaction Challenges

The following Great Innovative Idea is from Laura Major, the Vice President of Engineering at CyPhy Works. Major was one of the Blue Sky Award winners at the International Symposium on Robotics Research (ISRR 17) in Puerto Varas, Chile for her paper, Autonomous Agents in the Wild: Human Interaction Challenges.  The Idea Autonomy is moving into commercial applications, where it […]

Pragmatic-Pedagogic Value Alignment

The following Great Innovative Idea is from Jaime Fernandez Fisac, a Ph.D. Candidate in Electrical Engineering and Computer Sciences Department at the University of California, Berkeley, in the area of Control, Intelligent Systems and Robotics. Fisac was one of the Blue Sky Award winners at the International Symposium on Robotics Research (ISRR 17) in Puerto Varas, Chile for his […]

Personalized Preference-based Service Selection and Recommendation

The following Great Innovative Idea is from Kenneth K. Fletcher, an Assistant Professor of Computer Science at the University of Massachusetts Boston. Fletcher presented his poster, A Method for Dealing with Data Sparsity and Cold-Start Limitations in Service Recommendation Using Personalized Preferences, at the CCC Symposium on Computing Research, October 23-24, 2017. The Idea The idea is […]

Big Graph Analytics Systems and Their Applications

The following Great Innovative Idea is from Da Yan, an assistant professor in the Department of Computer and Information Sciences (CIS) at the University of Alabama at Birmingham (UAB). Yan presented his poster, Big Data Frameworks: Bridging High Performance of HPC Community with Programming Friendliness of Data Science Community, at the CCC Symposium on Computing Research, October […]