INSITE is a research center for Business Intelligence and Analytics at Eller College of Management, University of Arizona
INSITE is a research center within the MIS department at the Eller College of Management, University of Arizona. Co-directed by Dr. Sudha Ram and Dr. Paulo Goes, this center was created to address the ever-growing volume, velocity and variety of Big Data being generated by social media and Web 2.0. This innovative center focuses on predictive analytics through the use of data generated from so
10/17/2023
Congratulations to Dr. Sudha Ram!
2023 Women of Impact awardee Dr. Sudha Ram directs the INSITE Center for Business Intelligence and Analytics where she can showcase her expertise in the areas of machine learning, AI interpretability and explainable AI, large scale network science, and data mining to name a few. She is an editor for the Journal of Business Analytics and a senior editor for the Journal of AIS. https://research.arizona.edu/women
07/07/2023
AI continues to expand its influence in people's lives. Most recently, ChatGPT has triggered heated discussions on AI ethics. Check out this nice article by Forbes with examples of AI ethics issues and potential countermeasures:
AI Ethics In The Age Of ChatGPT - What Businesses Need To Know Ethics issues that Large Language Models and Generative AIs create. Recent developments in technology to address these and relevant laws. What to do and track.
06/10/2023
Quantum Computing has attracted a lot of attention. How does it work? What are the current challenges? And could it be used for machine learning? Check out this Quantum Computing spotlight by Nature:
Quantum computing From smartphones to supercomputers, modern computers work by manipulating digital 1s and 0s.
05/21/2023
Congratulations to Dr. Yuanxia Li! Yuanxia successfully defended her dissertation titled: Coupling Data Science and Design Science to Solve Real-World Business and Healthcare Challenges. Best wishes for a fantastic academic career at Kennesaw State University!
05/19/2023
Congratulations to Dr. Buomsoo Kim! Buomsoo successfully defended his dissertation titled: Computational Design Science Research to Solve Real-World Problems with High Impact. Best wishes for a fantastic academic career at Iowa State University!
05/12/2023
Fabricated facts and explainability concerns of ChatGPT. Check out this interesting read by Forbes:
Nobody Can Explain For Sure Why ChatGPT Is So Good At What It Does, Troubling AI Ethics And AI Law Wondered how it is that ChatGPT and other generative AI are so good at what they do? AI researchers and AI makers are also unsure and unable to expressively explain the capabilities (mechanistic explanations are feasible though not satisfactory). Here's the inside scoop.
04/02/2023
Check out this recent paper that experiments with different aspects of GPT-4:
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Artificial intelligence (AI) researchers have been developing and refining large language models (LLMs) that exhibit remarkable capabilities across a variety of domains and tasks, challenging our understanding of learning and cognition. The latest model developed by OpenAI, GPT-4, was trained using....
03/18/2023
After ChatGPT, OpenAI brought everyone's attention to another large language model: GPT-4. It now takes visual inputs and performs very well in many standardized tests (e.g., Bar Exam, GRE). Check out this article from OpenAI to learn about GPT-4:
GPT-4 We’ve created GPT-4, the latest milestone in OpenAI’s effort in scaling up deep learning. GPT-4 is a large multimodal model (accepting image and text inputs, emitting text outputs) that, while less capable than humans in many real-world scenarios, exhibits human-level performance on various prof...
03/03/2023
Google's machine learning education website. A good resource for teaching and learning beginner machine learning concepts! Simply explained and comprehensive.
Machine Learning | Google Developers 機械学習に関する教育リソース。
A good read for a Wednesday night: A recent paper on Nature using a knowledge graph to provide interpretable patent recommendations: https://www.nature.com/articles/s41598-023-28766-y
02/22/2023
A good read for a Wednesday night: A recent paper on Nature using a knowledge graph to provide interpretable patent recommendations:
Interpretable patent recommendation with knowledge graph and deep learning - Scientific Reports Patent transfer is a common practice for companies to obtain competitive advantages. However, they encounter the difficulty of selecting suitable patents because the number of patents is increasingly large. Many patent recommendation methods have been proposed to ease the difficulty, but they ignore...
02/06/2023
We know that too much noise in the offices is bad for employee well-being. How about too little? What is the sweet spot for noise levels in office spaces? Check out this latest research led by Dr. Srinivasan and Dr. Ram:
The key to healthier employees could be a quieter – or louder – office space A new study suggests that too much – or too little – office noise has a negative effect on employee well-being. The sweet spot? About 50 decibels, comparable to moderate rain or birdsong.