Research Output

2020

A multi-level analysis of the relationship between instruc-tional practices and retention in computer science

Peteranetz, M. S. & Soh, L. K., Feb 26 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, p. 37-43 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

An information fusion approach for conflating labeled point-based time-series data

Schell, Z., Samal, A. & Soh, L. K., 2020, (Accepted/In press) In : GeoInformatica.

Research output: Contribution to journalArticle

Development and validation of the computational thinking concepts and skills test

Peteranetz, M. S., Morrow, P. M. & Soh, L. K., Feb 26 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, p. 926-932 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2019

Building computational creativity in an online course for non-majors

Peteranetz, M. S., Soh, L. K. & Ingraham, E., Feb 22 2019, SIGCSE 2019 - Proceedings of the 50th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 442-448 7 p. (SIGCSE 2019 - Proceedings of the 50th ACM Technical Symposium on Computer Science Education).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Effects of a Government-Academic Partnership: Has the NSF-CENSUS Bureau Research Network Helped Improve the US Statistical System?

Weinberg, D. H., Abowd, J. M., Belli, R. F., Cressie, N., Folch, D. C., Holan, S. H., Levenstein, M. C., Olson, K. M., Reiter, J. P., Shapiro, M. D., Smyth, J. D., Soh, L. K., Spencer, B. D., Spielman, S. E., Vilhuber, L. & Wikle, C. K., Dec 1 2019, In : Journal of Survey Statistics and Methodology. 7, 4, p. 589-609 21 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Investigating the impact of group size on non-programming exercises in CS education courses full paper

Miller, L. D., Soh, L. K. & Peteranetz, M. S., Feb 22 2019, SIGCSE 2019 - Proceedings of the 50th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 22-28 7 p. (SIGCSE 2019 - Proceedings of the 50th ACM Technical Symposium on Computer Science Education).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

AIDA: Intelligent image analysis to automatically detect poems in digital archives of historic newspapers

Soh, L. K., Lorang, E. & Liu, Y., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 7837-7842 6 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Analysis of multifactorial social unrest events with spatio-temporal k-dimensional tree-based DBSCAN

Basnet, S., Soh, L. K., Samal, A. & Joshi, D., Nov 6 2018, Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Local Events and News, LENS 2018. Magdy, A., Zhao, L., Zhou, X. & Huang, Y. (eds.). Association for Computing Machinery, Inc, 2. (Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Local Events and News, LENS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

At the Nexus of Data and Collections: New Affordances in the Age of Mass-Scale Digital Libraries

Stephen Downie, J., Lorang, E., Soh, L. K., Bainbridge, D., McIntyre, S. & Page, K., May 23 2018, JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 313-314 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Career aspirations, perceived instrumentality, and achievement in undergraduate computer science courses

Peteranetz, M. S., Flanigan, A. E., Shell, D. F. & Soh, L. K., Apr 2018, In : Contemporary Educational Psychology. 53, p. 27-44 18 p.

Research output: Contribution to journalArticle

4 Scopus citations

Examining the impact of computational creativity exercises on college computer science students' learning, achievement, self-efficacy, and creativity

Peteranetz, M. S., Wang, S., Shell, D. F., Flanigan, A. E. & Soh, L. K., Feb 21 2018, SIGCSE 2018 - Proceedings of the 49th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 155-160 6 p. (SIGCSE 2018 - Proceedings of the 49th ACM Technical Symposium on Computer Science Education; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Future-oriented motivation and retention in computer science

Peteranetz, M. S., Flanigan, A. E., Shell, D. F. & Soh, L. K., Feb 21 2018, SIGCSE 2018 - Proceedings of the 49th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 350-355 6 p. (SIGCSE 2018 - Proceedings of the 49th ACM Technical Symposium on Computer Science Education; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Guest Editorial Special Issue on Computing in Engineering

Soh, L. K. & Cooper, S., Aug 2018, In : IEEE Transactions on Education. 61, 3, p. 165-166 2 p., 8424529.

Research output: Contribution to journalEditorial

Helping Engineering Students Learn in Introductory Computer Science (CS1) Using Computational Creativity Exercises (CCEs)

Peteranetz, M. S., Flanigan, A. E., Shell, D. F. & Soh, L. K., Aug 2018, In : IEEE Transactions on Education. 61, 3, p. 195-203 9 p., 8303219.

Research output: Contribution to journalArticle

3 Scopus citations

IUSE computational creativity: Improving learning, achievement, and retention in computer science for CS and non-CS Undergraduates

Peteranetz, M. S., Shell, D. F., Soh, L. K., Ingraham, E. & Flanigan, A., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Predicting similarity judgments in intertemporal choice with machine learning

Stevens, J. R. & Soh, L. K., Apr 1 2018, In : Psychonomic Bulletin and Review. 25, 2, p. 627-635 9 p.

Research output: Contribution to journalArticle

2 Scopus citations

Reinforcement Learning Approach for Optimal Distributed Energy Management in a Microgrid

Foruzan, E., Soh, L. K. & Asgarpoor, S., Sep 2018, In : IEEE Transactions on Power Systems. 33, 5, p. 5749-5758 10 p., 8331897.

Research output: Contribution to journalArticle

26 Scopus citations
2017

Computational Creativity Exercises: An Avenue for Promoting Learning in Computer Science

Peteranetz, M. S., Flanigan, A. E., Shell, D. F. & Soh, L. K., Nov 2017, In : IEEE Transactions on Education. 60, 4, p. 305-313 9 p., 7940091.

Research output: Contribution to journalArticle

9 Scopus citations

Implicit intelligence beliefs of computer science students: Exploring change across the semester

Flanigan, A. E., Peteranetz, M. S., Shell, D. A. & Soh, L-K., Jan 1 2017, In : Contemporary Educational Psychology. 48, p. 179-196 18 p.

Research output: Contribution to journalArticle

15 Scopus citations

Improving students' learning and achievement in CS classrooms through computational creativity exercises that integrate computational and creative thinking

Shell, D. F., Flanigan, A. E., Peteranetz, M. S., Soh, L. K. & Ingraham, E., Mar 8 2017, SIGCSE 2017 - Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education. Association for Computing Machinery, p. 543-548 6 p. (Proceedings of the Conference on Integrating Technology into Computer Science Education, ITiCSE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Modeling chunking effects on learning and performance using the Computational-Unified Learning Model (C-ULM): A multiagent cognitive process model

Shell, D. F., Soh, L. K. & Chiriacescu, V., Feb 21 2017, Proceedings of 2016 IEEE 15th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2016. Plataniotis, K., Widrow, B., Wang, Y., Howard, N. & Zadeh, L. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 77-85 9 p. 7862098. (Proceedings of 2016 IEEE 15th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

SURGE – Social Unrest Reconnaissance GazEteer (Demo Paper)

Joshi, D., Soh, L. K., Basnet, S., Samal, A., Werum, R., Arunachalam, H. & Ratcliff, S., Nov 7 2017, GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. Ravada, S., Hoel, E., Tamassia, R., Newsam, S., Trajcevski, G. & Trajcevski, G. (eds.). Association for Computing Machinery, 94. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems; vol. 2017-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

Collaborative human task assignment for open systems

Chen, B., Eck, A. & Soh, L. K., 2016, AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1441-1442 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Individual planning in open and typed agent systems

Chandrasekaran, M., Eck, A., Doshi, P. & Soh, L., 2016, 32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016. Janzing, D. & Ihler, A. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), p. 82-91 10 p. (32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Investigating Differences in Wiki-based collaborative activities between student engagement profiles in CS1

Eck, A., Soh, L. K. & Shell, D. F., Feb 17 2016, SIGCSE 2016 - Proceedings of the 47th ACM Technical Symposium on Computing Science Education. Association for Computing Machinery, Inc, p. 36-41 6 p. (SIGCSE 2016 - Proceedings of the 47th ACM Technical Symposium on Computing Science Education).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Perceived instrumentality and career aspirations in CS1 courses: Change and relationships with achievement

Peteranetz, M. S., Flanigan, A. E., Shell, D. F. & Soh, L. K., Aug 25 2016, ICER 2016 - Proceedings of the 2016 ACM Conference on International Computing Education Research. Association for Computing Machinery, Inc, p. 13-21 9 p. (ICER 2016 - Proceedings of the 2016 ACM Conference on International Computing Education Research).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Potential-based reward shaping for finite horizon online POMDP planning

Eck, A., Soh, L. K., Devlin, S. & Kudenko, D., May 1 2016, In : Autonomous Agents and Multi-Agent Systems. 30, 3, p. 403-445 43 p.

Research output: Contribution to journalArticle

9 Scopus citations

Students' initial course motivation and their achievement and retention in college cs1 courses

Shell, D. F., Soh, L. K., Flanigan, A. E. & Peteranetz, M. S., Feb 17 2016, SIGCSE 2016 - Proceedings of the 47th ACM Technical Symposium on Computing Science Education. Association for Computing Machinery, Inc, p. 639-644 6 p. (SIGCSE 2016 - Proceedings of the 47th ACM Technical Symposium on Computing Science Education).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

25 Scopus citations
2 Scopus citations
2015

Changes in student goal orientation across the semester in undergraduate computer science courses

Hazley, M. P., Shell, D. F., Soh, L. K., Miller, L. D., Chiriacescu, V. & Ingraham, E., Feb 17 2015, Proceedings - Frontiers in Education Conference, FIE. February ed. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-February. 7044366

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Cluster-based boosting

Miller, L. D. & Soh, L. K., Jun 1 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 6, p. 1491-1504 14 p., 6990607.

Research output: Contribution to journalArticle

4 Scopus citations

Considering agent and task openness in ad hoc team formation

Chen, B., Chen, X., Timsina, A. & Soh, L. K., 2015, AAMAS 2015 - Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. Bordini, R. H., Yolum, P., Elkind, E. & Weiss, G. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1861-1862 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Developing an image-based classifier for detecting poetic content in historic newspaper collections

Lorang, E., Soh, L. K., Datla, M. V. & Kulwicki, S., 2015, In : D-Lib Magazine. 21, 7-8, 5.

Research output: Contribution to journalArticle

6 Scopus citations

Exploring changes in computer science students' implicit theories of intelligence across the semester

Flanigan, A. E., Peteranetz, M. S., Shell, D. F. & Soh, L. K., Jul 9 2015, ICER 2015 - Proceedings of the 2015 ACM Conference on International Computing Education Research. Association for Computing Machinery, Inc, p. 161-168 8 p. (ICER 2015 - Proceedings of the 2015 ACM Conference on International Computing Education Research).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Scopus citations

Exploring Reactions to Hacktivism Among STEM College Students: A Preliminary Model of Hacktivism Support and Resistance

PytlikZillig, L. M., Wang, S., Soh, L. K., Tomkins, A. J., Samal, A., Bernadt, T. K. & Hayes, M. J., Aug 14 2015, In : Social Science Computer Review. 33, 4, p. 479-497 19 p.

Research output: Contribution to journalArticle

Genetic algorithm classifier system for semi-supervised learning

Dee Miller, L., Soh, L. K. & Scott, S., May 1 2015, In : Computational Intelligence. 31, 2, p. 201-232 32 p.

Research output: Contribution to journalArticle

3 Scopus citations

Improving learning of computational thinking using computational creativity exercises in a college CSI computer science course for engineers

Shell, D. F., Hazley, M. P., Soh, L. K., Dee Miller, L., Chiriacescu, V. & Ingraham, E., Feb 17 2015, Proceedings - Frontiers in Education Conference, FIE. February ed. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-February. 7044489

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Learning through computational creativity

Soh, L. K., Shell, D. F., Ingraham, E., Ramsay, S. & Moore, B., Aug 1 2015, In : Communications of the ACM. 58, 8, p. 33-35 3 p.

Research output: Contribution to journalShort survey

9 Scopus citations

Motivational and self-regulated learning profiles of students taking a foundational engineering course

Nelson, K. G., Shell, D. F., Husman, J., Fishman, E. J. & Soh, L. K., Jan 1 2015, In : Journal of Engineering Education. 104, 1, p. 74-100 27 p.

Research output: Contribution to journalArticle

83 Scopus citations

To ask, sense, or share: Ad hoc information gathering

Eck, A. & Soh, L. K., 2015, AAMAS 2015 - Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. Elkind, E., Bordini, R. H., Weiss, G. & Yolum, P. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 367-376 10 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Understanding the Human Condition through Survey Informatics

Eck, A., Soh, L. K., Olson, K., McCutcheon, A. L., Smyth, J. & Belli, R. F., Nov 1 2015, In : Computer. 48, 11, p. 110-114 5 p., 7328664.

Research output: Contribution to journalArticle

2014

A dissimilarity function for geospatial polygons

Joshi, D., Soh, L. K., Samal, A. & Zhang, J., Oct 1 2014, In : Knowledge and Information Systems. 41, 1, p. 153-188 36 p.

Research output: Contribution to journalArticle

2 Scopus citations

Integrating computational and creative thinking to improve learning and performance in CS1

Miller, L. D., Soh, L. K., Chiriacescu, V., Ingraham, E., Shell, D. F. & Hazley, M. P., 2014, SIGCSE 2014 - Proceedings of the 45th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, p. 475-480 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

21 Scopus citations

Modeling self-efficacy using the computational-Unified Learning Model (C-ULM): Implications for computational psychology and cognitive computing

Shell, D. F., Soh, L. K. & Chiriacescu, V., Oct 10 2014, Proceedings of 2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2014. Fariello, G., Kinsner, W., Wang, Y., Patel, S., Zadeh, L. A. & Patel, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 117-125 9 p. 6921450. (Proceedings of 2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Multiagent study of smart grid customers with neighborhood electricity trading

Kahrobaee, S., Rajabzadeh, R. A., Soh, L. K. & Asgarpoor, S., Jun 2014, In : Electric Power Systems Research. 111, p. 123-132 10 p.

Research output: Contribution to journalArticle

27 Scopus citations

Strategic capability-learning for improved multiagent collaboration in Ad Hoc environments

Jumadinova, J., Dasgupta, P. & Soh, L. K., Aug 2014, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 44, 8, p. 1003-1014 12 p., 6651856.

Research output: Contribution to journalArticle

7 Scopus citations

Using spatial data support for reducing uncertainty in geospatial applications

Hong, T., Hart, K., Soh, L. K. & Samal, A., 2014, In : GeoInformatica. 18, 1, p. 63-92 30 p.

Research output: Contribution to journalArticle

8 Scopus citations
2013

A multiagent modeling and investigation of smart homes with power generation, storage, and trading features

Kahrobaee, S., Rajabzadeh, R. A., Soh, L. K. & Asgarpoor, S., 2013, In : IEEE Transactions on Smart Grid. 4, 2, p. 659-668 10 p., 6338331.

Research output: Contribution to journalArticle

63 Scopus citations

Associations of students" creativity, motivation, and self-regulation with learning and achievement in college computer science courses

Shell, D. F., Hazley, M. P., Soh, L. K., Ingraham, E. & Ramsay, S., 2013, 2013 Frontiers in Education Conference: Energizing the Future, FIE 2013 - Proceedings. p. 1637-1643 7 p. 6685116. (Proceedings - Frontiers in Education Conference, FIE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Scopus citations

Digital histories for the digital age: Collaborative writing in large lecture courses

Soh, L. K., Khandaker, N. & Thomas, W. G., 2013, Proceedings of the International Conference e-Learning 2013. p. 91-98 8 p. (Proceedings of the International Conference e-Learning 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution