Publications

Gastelum, Z.N., Divis, K.M., Howell, B.C., Coram, J.L., & Coram, J.L. (2024). Trust in a Safeguards Voice User Interface for a Nuclear Material Measurement Task [Presentation]. https://www.osti.gov/biblio/2586212

Matzen, L.E., Divis, K.M., Rogers, A., Howell, B.C., Haass, M., Cronin, D., & Cronin, D. (2023). Visualization Psychology. https://www.osti.gov/biblio/2480246

Matzen, L.E., Howell, B.C., Trumbo, M.C.S., Divis, K.M., & Divis, K.M. (2023). Numerical and Visual Representations of Uncertainty Lead to Different Patterns of Decision Making. IEEE Computer Graphics and Applications, 43(5), pp. 72-82. 10.1109/mcg.2023.3299875

Gastelum, Z.N., Divis, K.M., Dorawa, S., Coram, J.L., Howell, B.C., & Howell, B.C. (2023). Building Trust in Safeguards Voice User Interfaces: An Experimental Approach [Conference Presentation]. 10.2172/2431379

Matzen, L.E., Divis, K.M., & Divis, K.M. (2023). Visualizing Uncertainty: Design Choices Impact Decision Making [Conference Presentation]. 10.2172/2431657

Divis, K.M., Matzen, L.E., Haass, M., Cronin, D., & Cronin, D. (2022). Visualization Psychology. https://www.osti.gov/biblio/2432184

Greenwald-Yarnell, M.L., Divis, K.M., Fleming, E.S., Heiden, S.M., Nyre-Yu, M., Odom, P.W., Pang, M.A., Salmon, M.M., Silva, A.R., & Silva, A.R. (2022). Activity Theory Literature Review. 10.2172/1898058

Gastelum, Z.N., Matzen, L.E., Divis, K.M., Howell, B.C., & Howell, B.C. (2022). Cognitive impacts of computer vision-based decision support for international nuclear safeguards-relevant visual analysis tasks [Conference Presentation]. 10.2172/2005452

Gastelum, Z.N., Matzen, L.E., Divis, K.M., Howell, B.C., & Howell, B.C. (2022). Cognitive impacts of computer vision-based decision support for international nuclear safeguards-relevant visual analysis tasks [Conference Paper]. https://www.osti.gov/biblio/2004420

Divis, K.M., Howell, B.C., Matzen, L.E., Stites, M.C., Gastelum, Z.N., & Gastelum, Z.N. (2022). The Cognitive Effects of Machine Learning Aid in Domain-Specific and Domain-General Tasks. Proceedings of the Annual Hawaii International Conference on System Sciences, 2022-January, pp. 237-244. 10.24251/HICSS.2022.028

Gastelum, Z.N., Matzen, L.E., Stites, M.C., Divis, K.M., Howell, B.C., Jones, A., Trumbo, M.C.S., & Trumbo, M.C.S. (2021). Assessing Cognitive Impacts of Errors from Machine Learning and Deep Learning Models: Final Report. 10.2172/1821527

Gastelum, Z.N., Matzen, L.E., Divis, K.M., Stites, M.C., Howell, B.C., & Howell, B.C. (2021). NOT ALL ERRORS ARE CREATED EQUAL: EXAMINING HUMAN-ALGORITHM SYSTEM PERFORMANCE FOR INTERNATIONAL SAFEGUARDS-INFORMED VISUAL SEARCH TASKS [Conference Paper]. https://www.osti.gov/biblio/1882313

Gastelum, Z.N., Matzen, L.E., Divis, K.M., Stites, M.C., Howell, B.C., & Howell, B.C. (2021). Not All Errors Are Created Equal [Conference Presentation]. 10.2172/1888993

Gastelum, Z.N., Divis, K.M., Howell, B.C., Matzen, L.E., Stites, M.C., & Stites, M.C. (2021). User Performance Differences in Domain-General and Domain-Specific Interactions with ML [Presentation]. https://www.osti.gov/biblio/1884454

Gastelum, Z.N., Divis, K.M., Howell, B.C., Matzen, L.E., Stites, M.C., & Stites, M.C. (2021). User Performance Differences in Domain-General and Domain-Specific Interactions with ML [Presentation]. https://www.osti.gov/biblio/1876992

Jones, A., Trumbo, M.C.S., Matzen, L.E., Stites, M.C., Howell, B.C., Divis, K.M., Gastelum, Z.N., & Gastelum, Z.N. (2021). Evaluating the Impact of Algorithm Confidence Ratings on Human Decision Making in Visual Search [Conference Presentation]. 10.2172/1882467

Beneduce, K., Butler, K., Divis, K.M., Murchison, N., Nyre-Yu, M., & Nyre-Yu, M. (2021). Defending Humans in the Loop:Applying HCI for National Cybersecurity [Conference Presentation]. 10.2172/1855324

Jones, A., Trumbo, M.C.S., Matzen, L.E., Stites, M.C., Howell, B.C., Divis, K.M., Gastelum, Z.N., & Gastelum, Z.N. (2021). Evaluating the Impact of Algorithm Confidence Ratings on Human Decision Making in Visual Search [Conference Paper]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10.1007/978-3-030-78321-1_15

Matzen, L.E., Divis, K.M., Haass, M.J., Cronin, D., & Cronin, D. (2020). Variable Biases: A Study of Scientists? Interpretation of Plot Types Commonly Used in Scientific Communication [Conference Poster]. https://www.osti.gov/biblio/1818027

Matzen, L.E., Divis, K.M., Cronin, D., Haass, M.J., & Haass, M.J. (2020). Task Matters [Conference Poster]. https://www.osti.gov/biblio/1811246

Divis, K.M., Abbott, R.G., Branda, C., Avina, G.E., Femling, J., Huerta, J.G., Jelinkova, L., Jennings, J.K., Pearce, E., Ries, D., Sanchez, D.N., Silva, A.R., & Silva, A.R. (2019). Rim-to-Rim Werables at The Canyon for Health (R2R WATCH): Physiological Cognitive and Biological Markers of Performance Decline in an Extreme Environment. Journal of Human Performance in Extreme Environments. https://www.osti.gov/biblio/1618077

McNamara, L.A., Divis, K.M., Klein, L.M., & Klein, L.M. (2019). Urgently Needed: Usability and Interaction Design in Sensor Command and Control [Conference Poster]. https://www.osti.gov/biblio/1642724

McNamara, L.A., Divis, K.M., Klein, L.M., & Klein, L.M. (2019). Urgently Needed!Interaction and User Experience Design in Sensor Command and Control [Conference Poster]. https://www.osti.gov/biblio/1643653

Ferguson-Walter, K.J., Shade, T.B., Rogers, A.V., Trumbo, M.C.S., Nauer, K., Divis, K.M., Jones, A., Combs, A., Abbott, R.G., & Abbott, R.G. (2019). The Tularosa study: An experimental design and implementation to quantify the effectiveness of cyber deception [Conference Poster]. Proceedings of the Annual Hawaii International Conference on System Sciences. 10.24251/HICSS.2019.874

Wall, E., Agnihotri, M., Matzen, L.E., Divis, K.M., Haass, M.J., Endert, A., Stasko, J., & Stasko, J. (2019). A heuristic approach to value-driven evaluation of visualizations. IEEE Transactions on Visualization and Computer Graphics, 25(1), pp. 491-500. 10.1109/TVCG.2018.2865146

McNamara, L.A., Divis, K.M., Morrow, J.D., Chen, M.G., Perkins, D., & Perkins, D. (2018). Challenges in Eye Tracking for Dynamic User-Driven Workflows. 10.2172/1481948

Chen, M.G., Divis, K.M., Morrow, J.D., McNamara, L.A., & McNamara, L.A. (2018). Visualizing Clustering and Uncertainty Analysis with Multivariate Longitudinal Data. 10.2172/1472228

Ferguson-Walter, K., Shade, T., Rogers, A., Trumbo, M.C.S., Nauer, K., Divis, K.M., Jones, A., Combs, A., Abbott, R.G., Niedbala, E., & Niedbala, E. (2018). The Tularosa Study: An Experimental Design and Implementation to Quantify the Effectiveness of Cyber Deception [Conference Poster]. 10.24251/HICSS.2019.874

Divis, K.M., Chen, M.G., McNamara, L.A., Morrow, J.D., & Morrow, J.D. (2018). Visualizing clustering and uncertainty analysis of multivariate time-series data [Conference Poster]. https://www.osti.gov/biblio/1806728

Divis, K.M., Chen, M.G., McNamara, L.A., Morrow, J.D., & Morrow, J.D. (2018). Visualizing clustering and uncertainty analysis of multivariate time-series data [Conference Poster]. https://www.osti.gov/biblio/1515316

Ferguson-Walter, K., Shade, T., Rogers, A., Combs, A., Divis, K.M., Nauer, K., Jones, A., Trumbo, M.C.S., Abbott, R.G., & Abbott, R.G. (2018). Science of Cyber Deception: Experimental Design and Implementation [Conference Poster]. https://www.osti.gov/biblio/1648653

Divis, K.M., Chen, M.G., McNamara, L.A., Morrow, J.D., & Morrow, J.D. (2018). Seeing into the black box: Using eye tracking in user-driven workflows to better understand decision-making processes [Conference Poster]. https://www.osti.gov/biblio/1500204

Chen, M.G., Divis, K.M., McNamara, L.A., Morrow, J.D., & Morrow, J.D. (2018). Visualizing Clustering and Uncertainty Analysis of Multivariate Time-Series Data [Conference Poster]. https://www.osti.gov/biblio/1648642

Avina, G.E., Divis, K.M., Anderson-Bergman, C.I., Abbott, R.G., Foulk, J.W., & Foulk, J.W. (2018). Physiological and Cognitive Factors Related to Human Performance During the Grand Canyon Rim-to-Rim Hike. Journal of Human Performance in Extreme Environments, 14(1), pp. 1-21. https://doi.org/10.7771/2327-2937.1095

Divis, K.M., Anderson-Bergman, C.I., Abbott, R.G., Foulk, J.W., Avina, G.E., & Avina, G.E. (2018). Physiological and Cognitive Factors Related to Human Performance During the Grand Canyon Rim-to-Rim Hike. Journal of Human Performance in Extreme Environments, 14(1). 10.7771/2327-2937.1095

McNamara, L.A., Divis, K.M., Morrow, J.D., & Morrow, J.D. (2018). Sensor operators as technology consumers: What do users really think about that radar? [Conference Poster]. Proceedings of SPIE - The International Society for Optical Engineering. 10.1117/12.2310247

Matzen, L.E., Haass, M.J., Divis, K.M., Wang, Z., Wilson, A.T., & Wilson, A.T. (2018). Data Visualization Saliency Model: A Tool for Evaluating Abstract Data Visualizations [Conference Poster]. IEEE Transactions on Visualization and Computer Graphics. 10.1109/TVCG.2017.2743939

Avina, G.E., Divis, K.M., Abbott, R.G., & Abbott, R.G. (2017). Wearable Technologies in Extreme Environments. https://www.osti.gov/biblio/1670853

Chen, M.G., Divis, K.M., McNamara, L.A., Morrow, J.D., & Morrow, J.D. (2017). Visualizing Clustering and Uncertainty Analysis with Multivariate Longitudinal Data [Conference Poster]. https://www.osti.gov/biblio/1470830

Matzen, L.E., Haass, M.J., Divis, K.M., Wilson, A.T., & Wilson, A.T. (2017). Modeling human comprehension of data visualizations. 10.2172/1398333

Matzen, L.E., Haass, M.J., Divis, K.M., Wang, Z., Wilson, A.T., & Wilson, A.T. (2017). Data Visualization Saliency Model: A Tool for Evaluating Abstract Data Visualizations. IEEE Transactions on Visualization and Computer Graphics, 24(1). 10.1109/tvcg.2017.2743939

Wilson, A.T., Divis, K.M., Matzen, L.E., Haass, M.J., & Haass, M.J. (2017). Human Comprehension of Data Visualizations [Presentation]. https://www.osti.gov/biblio/1467971

Matzen, L.E., Divis, K.M., Haass, M.J., & Haass, M.J. (2017). Effects of Task on Eye Movements During Comprehension of Abstract Data Visualizations [Conference Poster]. https://www.osti.gov/biblio/1466096

Haass, M.J., Matzen, L.E., Divis, K.M., Wilson, A.T., & Wilson, A.T. (2017). Comparing Data Evaluation Task Effects on Data Driven Event Detection Models [Conference Poster]. https://www.osti.gov/biblio/1464872

Chen, M.G., Divis, K.M., McNamara, L.A., Morrow, J.D., & Morrow, J.D. (2017). Visualizing Clustering and Uncertainty Analysis with Multivariate Longitudinal Data [Conference Poster]. https://www.osti.gov/biblio/1462810

Chen, M.G., Divis, K.M., McNamara, L.A., Morrow, J.D., Perkins, D.N., & Perkins, D.N. (2017). Gaussian Mixture Models for Information Integration: Toward Gaze-Informed Information Foraging Models for Imagery Analysis [Conference Poster]. https://www.osti.gov/biblio/1463771

Haass, M.J., Matzen, L.E., Wilson, A.T., Divis, K.M., & Divis, K.M. (2017). Visual Cognition: Human Comprehension of Data Visualizations [Presentation]. https://www.osti.gov/biblio/1508464

Divis, K.M., Chen, M.G., McNamara, L.A., Morrow, J.D., Perkins, D.N., & Perkins, D.N. (2017). Moving from low level eye movement data to meaningful content in dynamic environments [Conference Poster]. https://www.osti.gov/biblio/1507511

Divis, K.M., Avina, G.E., Abbott, R.G., Anderson-Bergman, C.I., Branda, C., Jelinkova, L., Foulk, J.W., Pearce, E., Femling, J., & Femling, J. (2017). Rim-to-Rim Wearables At The Canyon for Health (R2R WATCH): Experimental Design and Methodology [Conference Poster]. https://www.osti.gov/biblio/1460251

Chen, M.G., Divis, K.M., McNamara, L.A., Morrow, J.D., & Morrow, J.D. (2017). Visualizing Clustering and Uncertainty Analysis with Multivariate Longitudinal Data [Conference Poster]. https://www.osti.gov/biblio/1456778

Matzen, L.E., Haass, M.J., Divis, K.M., Stites, M.C., & Stites, M.C. (2017). Patterns of Attention: How Data Visualizations are Read [Conference Poster]. 10.1007/978-3-319-58628-1_15

Avina, G.E., Abbott, R.G., Anderson-Bergman, C.I., Divis, K.M., & Divis, K.M. (2017). Rim-to-Rim Wearables at the Canyon for Health (R2R WATCH)-Poster [Conference Poster]. https://www.osti.gov/biblio/1455345

Avina, G.E., Abbott, R.G., Anderson-Bergman, C.I., Divis, K.M., & Divis, K.M. (2017). Rim-to-Rim Wearables at the Canyon for Health (R2R WATCH): Lightening Talk [Conference Poster]. https://www.osti.gov/biblio/1455346

Avina, G.E., Abbott, R.G., Anderson-Bergman, C.I., Branda, C., Divis, K.M., Jelinkova, L., Foulk, J.W., Pearce, E., Femling, J., & Femling, J. (2017). Rim-to-Rim wearables at the canyon for health (R2R WATCH): Experimental design and methodology [Conference Poster]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85025155689&origin=inward

Matzen, L.E., Haass, M.J., Divis, K.M., Stites, M.C., & Stites, M.C. (2017). Patterns of attention: How data visualizations are read [Conference Poster]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10.1007/978-3-319-58628-1_15

Divis, K.M., Abbott, R.G., Avina, G.E., Matzen, L.E., & Matzen, L.E. (2016). Cognitive systems and sciences at SNL [Conference Poster]. https://www.osti.gov/biblio/1369349

Haass, M.J., Matzen, L.E., Wilson, A.T., Divis, K.M., Armenta, M.L., & Armenta, M.L. (2016). Modeling Attention: Human Comprehension of Data Visualizations [Presentation]. https://www.osti.gov/biblio/1366877

Haass, M.J., Matzen, L.E., Wilson, A.T., Divis, K.M., & Divis, K.M. (2016). Modeling human comprehension of data visualizations [Conference Poster]. Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics. 10.1007/978-3-319-39907-2_12

Haass, M.J., Matzen, L.E., Wilson, A.T., Divis, K.M., & Divis, K.M. (2016). Modeling human comprehension of data visualizations [Conference Poster]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10.1007/978-3-319-39907-2_12

Haass, M.J., Matzen, L.E., Wilson, A.T., Divis, K.M., Armenta, M.L., McNamara, L.A., & McNamara, L.A. (2015). Modeling Human Comprehension of Data Visualization [Presentation]. 10.1007/978-3-319-39907-2_12

Speed, A.E., Silva, A.R., Trumbo, D., Trumbo, M.C.S., Stracuzzi, D.J., Warrender, C.E., Divis, K.M., & Divis, K.M. (2015). Determining the Optimal Time on X-ray Analysis for Transportation Security Officers [Conference Poster]. 10.1007/978-3-319-20816-9_79

Speed, A.E., Silva, A.R., Trumbo, D., Stracuzzi, D.J., Warrender, C.E., Trumbo, M.C.S., Divis, K.M., & Divis, K.M. (2015). Determining the optimal time on x-ray analysis for Transportation Security Officers [Conference Poster]. https://www.osti.gov/biblio/1238305

Trumbo, M.C.S., Matzen, L.E., Silva, A.R., Haass, M.J., Divis, K.M., Speed, A.E., & Speed, A.E. (2015). Through a scanner quickly: Elicitation of P3 in transportation security officers following rapid image presentation and categorization [Conference Poster]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10.1007/978-3-319-20816-9_33