Computer Science

College of Engineering

Works Published in 2021

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Displaying works 1 - 20 of 211 in total

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2023 2022 2021 2020 2019 2018 2017
2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1997 1996 1995 1994 1993 1992 1991 1990 1989 1988 1987 1986 1985 1984 1983 1982 1981 1980 1979 1977 1976 No Year

2021 article

Detecting Disruptive Talk in Student Chat-Based Discussion within Collaborative Game-Based Learning Environments

LAK21 CONFERENCE PROCEEDINGS: THE ELEVENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, pp. 405–415.

By: K. Park n, H. Sohn n, B. Mott, W. Min , A. Saleh *, K. Glazewski *, C. Hmelo-Silver *, J. Lester

author keywords: Collaborative Game-Based Learning; Disruptive Talk Detection; Text Analytics
Sources: Web Of Science, ORCID
Added: November 28, 2022

2021 article

Investigating Student Reflection during Game-Based Learning in Middle Grades Science

LAK21 CONFERENCE PROCEEDINGS: THE ELEVENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, pp. 280–291.

By: D. Carpenter, E. Cloude *, J. Rowe, R. Azevedo * & J. Lester

author keywords: Self-Regulated Learning; Game-Based Learning; Reflection
Source: Web Of Science
Added: November 28, 2022

2021 article

Adaptively Scaffolding Cognitive Engagement with Batch Constrained Deep Q-Networks

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT I, Vol. 12748, pp. 113–124.

By: F. Fahid, J. Rowe, R. Spain, B. Goldberg *, R. Pokorny* & J. Lester

author keywords: Deep reinforcement learning; Cognitive engagement; ICAP; Adaptive learning environments
Source: Web Of Science
Added: November 28, 2022

2021 article

The Challenge of Noisy Classrooms: Speaker Detection During Elementary Students' Collaborative Dialogue

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT I, Vol. 12748, pp. 268–281.

By: Y. Ma*, J. Wiggins*, M. Celepkolu *, K. Boyer, C. Lynch & E. Wiebe 

author keywords: Adaptive and intelligent collaborative learning support; Classroom environment; Speaker detection; Multimodal learning
Source: Web Of Science
Added: November 28, 2022

2021 article

Modeling Frustration Trajectories and Problem-Solving Behaviors in Adaptive Learning Environments for Introductory Computer Science

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT II, Vol. 12749, pp. 355–360.

By: X. Tian*, J. Wiggins*, F. Fahid, A. Emerson, D. Bounajim, A. Smith , K. Boyer, E. Wiebe , B. Mott, J. Lester

author keywords: Frustration trajectory; Adaptive learning environments; Problem-solving behavior; Computer science education; Block-based programming
Sources: Web Of Science, ORCID
Added: November 28, 2022

2021 article

Multidimensional Team Communication Modeling for Adaptive Team Training: A Hybrid Deep Learning and Graphical Modeling Framework

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT I, Vol. 12748, pp. 293–305.

By: W. Min , R. Spain, J. Saville, B. Mott, K. Brawner*, J. Johnston*, J. Lester

author keywords: Team communication analytics; Probabilistic graphical models; Deep learning; Distributed language representations; Natural language processing
Sources: Web Of Science, ORCID
Added: November 28, 2022

2021 article

"Can You Clarify What You Said?": Studying the Impact of Tutee Agents' Follow-Up Questions on Tutors' Learning

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT I, Vol. 12748, pp. 395–407.

By: T. Shahriar & N. Matsuda 

author keywords: Learning by teaching; Deep questions; Teachable agents; Tutor learning; Knowledge-building; Wizard of Oz
Sources: Web Of Science, ORCID
Added: November 28, 2022

2021 article

Tackling the Credit Assignment Problem in Reinforcement Learning-Induced Pedagogical Policies with Neural Networks

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT I, Vol. 12748, pp. 356–368.

By: M. Ausin  n, M. Maniktala, T. Barnes & M. Chi

author keywords: Pedagogical agent; Credit assignment problem; Deep reinforcement learning
Source: Web Of Science
Added: November 28, 2022

2021 article

Multimodal Trajectory Analysis of Visitor Engagement with Interactive Science Museum Exhibits

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT II, Vol. 12749, pp. 151–155.

By: A. Emerson, N. Henderson, W. Min , J. Rowe, J. Minogue & J. Lester

author keywords: Museum learning; Visitor engagement; Multimodal trajectory; analytics
Sources: Web Of Science, ORCID
Added: November 28, 2022

2021 article

Toward Semi-Automatic Misconception Discovery Using Code Embeddings

LAK21 CONFERENCE PROCEEDINGS: THE ELEVENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, pp. 606–612.

By: Y. Shi , K. Shah n, W. Wang n, S. Marwan, P. Penmetsa n & T. Price 

author keywords: Neural Network; Code Analysis; Automatic Assessment; Learning Representation
Sources: Web Of Science, ORCID
Added: November 28, 2022

2021 article

Learning Association Between Learning Objectives and Key Concepts to Generate Pedagogically Valuable Questions

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT II, Vol. 12749, pp. 320–324.

By: M. Shimmei  & N. Matsuda 

author keywords: Question generation; MOOCS; Learning engineering
Sources: Web Of Science, ORCID
Added: November 28, 2022

2021 article

Evaluating Critical Reinforcement Learning Framework in the Field

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT I, Vol. 12748, pp. 215–227.

By: S. Ju n, G. Zhou, M. Abdelshiheed, T. Barnes & M. Chi

author keywords: Critical decisions; Reinforcement learning; ITS
Source: Web Of Science
Added: November 28, 2022

2021 article

Infusing Computing: Moving a Service Oriented Internship Program Online

IEEE STCBP RESPECT CONFERENCE: 2021 RESEARCH ON EQUITY AND SUSTAINED PARTICIPATION IN ENGINEERING, COMPUTING, AND TECHNOLOGY (RESPECT), pp. 199–203.

By: A. Isvik, V. Catete , D. Bell, I. Gransbury & T. Barnes

author keywords: computing education; virtual internship; service-learning
Sources: Web Of Science, ORCID
Added: November 7, 2022

2021 article

Examining Equity in Computing-Infused Lessons Made by Novices

IEEE STCBP RESPECT CONFERENCE: 2021 RESEARCH ON EQUITY AND SUSTAINED PARTICIPATION IN ENGINEERING, COMPUTING, AND TECHNOLOGY (RESPECT), pp. 157–161.

By: A. Isvik, V. Catete , E. Elmore & T. Barnes

author keywords: equity; curriculum design; equity analysis
Sources: Web Of Science, ORCID
Added: November 7, 2022

2021 article

Hybrid Blockchain Architecture for Cloud Manufacturing-as-a-service (CMaaS) Platforms with Improved Data Storage and Transaction Efficiency

49TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE (NAMRC 49, 2021), Vol. 53, pp. 594–605.

By: M. Hasan n, K. Ogan  & B. Starly 

author keywords: blockchain; smart contracts; distributed database; time series; regression; lstm; gas price prediction
Sources: Web Of Science, ORCID
Added: October 24, 2022

2021 article

Developing Sustainable, Mutually Collaborative, Global Partnerships

2021 WORLD ENGINEERING EDUCATION FORUM/GLOBAL ENGINEERING DEANS COUNCIL (WEEF/GEDC), pp. 82–87.

By: L. Bottomley , V. Catete , V. Mbaneme, A. Daniel, K. Pender, K. Reynolds , L. Marshall

author keywords: Engineering; Global Partnerships; Service Learning
Sources: Web Of Science, ORCID
Added: October 3, 2022

2021 article

T-Pack: Timed Network Security for Real Time Systems

2021 IEEE 24TH INTERNATIONAL SYMPOSIUM ON REAL-TIME DISTRIBUTED COMPUTING (ISORC 2021), pp. 20–28.

By: S. Mittal & F. Mueller

Source: Web Of Science
Added: September 26, 2022

2021 journal article

Dissecting Cloud Gaming Performance with DECAF

PROCEEDINGS OF THE ACM ON MEASUREMENT AND ANALYSIS OF COMPUTING SYSTEMS, 5(3).

By: H. Iqbal, A. Khalid * & M. Shahzad

author keywords: Cloud gaming; measurement; performance evaluation; deep learning; game bot; latency; streaming bitrate; network utilization
Source: Web Of Science
Added: August 15, 2022

2021 conference paper

Parameterized algorithms for identifying gene co-expression modules via weighted clique decomposition

SIAM Conference on Applied and Computational Discrete Algorithms (ACDA21), 111–122.

By: M. Cooley*, C. Greene, D. Issac, M. Pividori * & B. Sullivan 

Source: ORCID
Added: August 6, 2022

2021 article

Projecting genetic associations through gene expression patterns highlights disease etiology and drug mechanisms

BioRxiv.

By: M. Pividori *, S. Lu*, B. Li *, C. Su *, M. Johnson *, W. Wei *, Q. Feng *, B. Namjou * ...

Source: ORCID
Added: August 6, 2022