Funded Projects

Personalized Lifelong Learning

Funded August 2021
Submitted by Karthik Dantu
Project Team
portrait of Setlur
Srirangaraj Setlur
Computer Science and Engineering
Gold Coin
portrait of Chowdhury
Souma Chowdhury
Mechanical and Aerospace Engineering
Bronze Coin
portrait of Dantu
Karthik Dantu
Computer Science and Engineering
Bronze Coin
Description
Wikipedia, Udacity, Coursera, edX, Khan Academy, YouTube and others contain more information about any given topic than we can aspire to learn in a lifetime. Such content has the ability dramatically transform our lifelong ability to learn. However, this utopian dream of lifelong and personalized learning is yet to be realized. We believe that the biggest impediment in realizing this transformation is the lack of structure in the content as well as a lack of our ability to model human learning in both short and long term. This BlueSky proposal aims to sow the seeds of a much larger research effort that will undertake the challenge of personalized life-long learning through three main research thrusts Content Synthesis - Through multimodal information retrieval, knowledge representation and unsupervised learning algorithms, we will structurally organize and categorize learning materials in text, natural language, video and other media. Human Perception and Modeling - Through a diverse set of sensors, we will perceive and analyze the behavior of individual and collaborative learning, especially in topics that require both theoretical and hands-on skill sets. AI-Assisted Learning - We will combine the structured content and the human modeling to adaptively provide learning materials to the individual, measure learning outcomes and evolve the learning experience Since this larger future project is ambitious in its vision, it is critical to generate tangible rationale supporting such a structured intelligent approach to lifelong personalized learning. The objective of this BlueSky proposal will be to explore thrust 1 in the context of the contemporary subject of Robot Autonomy as a course taught in the School of Engineering. With this subject as the case study, we will identify potential gaps in our understanding of the problem challenges and potential solutions to structured content synthesis.

More Buffalo Blue Sky Projects

33 Funded Projects

2021

  • BUFFALO BLUE SKY

portrait of Zivadinov
Robert Zivadinov
Neurology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Nowak
Norma Nowak
Biochemistry
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Mu
Xiuqian Mu
Ophthalmology
Bronze Coin
portrait of Xu
Ding Xu
Oral Biology
Bronze Coin
portrait of Zhang
Sarah Zhang
Ophthalmology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Lovell
Jonathan Lovell
Biomedical Engineering
Gold Coin

  • BUFFALO BLUE SKY

portrait of Dietz
David Dietz
Pharmacology and Toxicology
Gold Coin
portrait of Armbruster
Chelsie Armbruster
Microbiology and Immunology
Bronze Coin
portrait of Panepinto
John Panepinto
Microbiology and Immunology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Zhao
Ruogang Zhao
Biomedical Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Talal
Andrew Talal
Medicine
Gold Coin
portrait of Kennedy
Oliver Kennedy
Computer Science and Engineering
Bronze Coin
portrait of Markatou
Marianthi Markatou
Biostatistics
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Nouh
Mostafa Nouh
Mechanical and Aerospace Engineering
Bronze Coin
portrait of Sanyal
Arindam Sanyal
Electrical Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Hicar
Mark Hicar
Pediatrics
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Balthasar
Gold Coin

  • BUFFALO BLUE SKY

portrait of Mastronarde
Nicholas Mastronarde
Electrical Engineering
Bronze Coin
portrait of Okumus
Pinar Okumus
Civil, Structural and Environmental Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Buck
Michael Buck
Biochemistry
Bronze Coin
portrait of Daniels
Derek Daniels
Biological Sciences
Bronze Coin
portrait of Mietlicki-Baase
Elizabeth Mietlicki-Baase
Exercise and Nutrition Sciences
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Epstein
Leonard Epstein
Pediatrics
Gold Coin
portrait of Leone
Lucia Leone
Community Health and Health Behavior
Gold Coin
portrait of Temple
Jennifer Temple
Exercise and Nutrition Sciences
Silver Coin

  • BUFFALO BLUE SKY

portrait of Liang
Xiao Liang
Civil, Structural and Environmental Engineering
Bronze Coin
portrait of Zheng
Minghui Zheng
Mechanical and Aerospace Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Ostrov
Jamie Ostrov
Psychology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Pfeifer
Blaine Pfeifer
Chemical and Biological Engineering
Bronze Coin
portrait of Russo
Thomas Russo
Medicine
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Chang
Yu-Ping Chang
Nursing
Silver Coin

  • BUFFALO BLUE SKY

portrait of Kirkwood
Keith Kirkwood
Oral Biology
Gold Coin
portrait of Meyer
Paul Meyer
Psychology
Gold Coin

  • BUFFALO BLUE SKY

portrait of Wu
Yun Wu
Biomedical Engineering
Gold Coin
portrait of Gan
Qiaoqiang Gan
Electrical Engineering
Bronze Coin
portrait of Jornet
Josep Jornet
Electrical Engineering
Bronze Coin
portrait of Ying
Leslie Ying
Biomedical Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Kramer
Jill Kramer
Oral Biology
Bronze Coin
portrait of Romano
Rose-Anne Romano
Oral Biology
Bronze Coin
portrait of Sinha
Satrajit Sinha
Biochemistry
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Setlur
Srirangaraj Setlur
Computer Science and Engineering
Gold Coin
portrait of Chowdhury
Souma Chowdhury
Mechanical and Aerospace Engineering
Bronze Coin
portrait of Dantu
Karthik Dantu
Computer Science and Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Khorasani
Negar Khorasani
Civil, Structural and Environmental Engineering
Bronze Coin
portrait of Sun
Kang Sun
Civil, Structural and Environmental Engineering
Bronze Coin
portrait of Wilson
Adam Wilson
Geography
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Mercado
Eduardo Mercado
Psychology
Bronze Coin
portrait of Tjaden
Kris Tjaden
Communicative Disorders and Sciences
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Jarvis
James Jarvis
Pediatrics
Silver Coin
portrait of Ionita
Ciprian Ionita
Biomedical Engineering
Bronze Coin
portrait of Poulsen
David Poulsen
Neurosurgery
Bronze Coin
portrait of Siddiqui
Adnan Siddiqui
Neurosurgery
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Yan
Zhen Yan
Physiology and Biophysics
Gold Coin
portrait of Feng
Jian Feng
Physiology and Biophysics
Bronze Coin
portrait of Pralle
Arnd Pralle
Physics
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Hostler
Dave Hostler
Exercise and Nutrition Sciences
Gold Coin
portrait of Homish
Gregory Homish
Community Health and Health Behavior
Bronze Coin
portrait of Violanti
John Violanti
Epidemiology and Environmental Health
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Sun
Wei Sun
Communicative Disorders and Sciences
Bronze Coin
portrait of Xu
Wenyao Xu
Computer Science and Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Cullen
Paul Cullen
Biological Sciences
Bronze Coin
portrait of Gokcumen
Omer Gokcumen
Biological Sciences
Bronze Coin
portrait of Ruhl
Stefan Ruhl
Oral Biology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Lin
Haiqing Lin
Chemical and Biological Engineering
Gold Coin
portrait of Wu
Gang Wu
Chemical and Biological Engineering
Gold Coin
portrait of Aich
Nirupam Aich
Civil, Structural and Environmental Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Szigeti
Kinga Szigeti
Neurology
Silver Coin
portrait of Auerbach
Anthony Auerbach
Physiology and Biophysics
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Feltri
M Feltri
Biochemistry
Gold Coin
portrait of Sim
Fraser Sim
Pharmacology and Toxicology
Bronze Coin
portrait of Wrabetz
Lawrence Wrabetz
Neurology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Zhuang
Jun Zhuang
Industrial and Systems Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Neelamegham
Sriram Neelamegham
Chemical and Biological Engineering
Gold Coin

Presented by University at Buffalo - Research and Economic Development
Buffalo Blue Sky © 2024