Author: College of Engineering

Bo Xiao, assistant professor in Construction Management, was recognized by the ASCE Journal of Construction Engineering and Management for his journal article entitled “Deep Learning Image Captioning in Construction Management: A Feasibility Study.”

From the Editor-in-Chief:

“The authors present their systematic approach to automating deep learning for image captioning in a construction management context. This article is compelling for several reasons. The topic is one that has the potential to provide substantial benefits for construction engineering and management. The authors have clearly explained an involved methodology that produced results that were validated by comparison of eight metrics. The conclusions are presented in a nuanced manner that includes the strong points and limitations of the methods studied and useful suggestions for future development. This paper was selected from a field of 187 technical papers, 25 case studies, 2 technical notes, and 18 state-of-the-art reviews that were published from July 2022 through June 2023 in the Journal of Construction Engineering and Management.”

Authors: Bo Xiao, Aff.M.ASCE https://orcid.org/0000-0003-0798-8018 eric.xiao@polyu.edu.hk, Yiheng Wang yiheng6@ualberta.ca, and Shih-Chung Kang sckang@ualberta.caAUTHOR AFFILIATIONS
Publication: Journal of Construction Engineering and Management
Volume 148, Issue 7
https://doi.org/10.1061/(ASCE)CO.1943-7862.0002297

Xiao’s research interests include construction informatics, AI applications in construction, and construction robotics.

Ishi Keenum (CEGE) was quoted by EurekAlert! in a story about the National Microbiome Data Collaborative (NMDC) Ambassador Program. Keenum is a member of the program’s 2023 cohort of early career scientists  with diverse research interests who will receive training in best practices for biological data standardization.

Keenum researches how genes that give microbes antibiotic resistance are shared in human-built systems like wastewater treatment streams.

In her research, Keenum turned to datasets available in the published literature, hoping to perform some meta-analyses. She was stymied by the use of different data repositories.

As an NMDC Ambassador, she is excited to help build the scientific culture of the future, where FAIR data is the norm.

Her research interests include developing and manipulating the microbiology of wastewater, water reuse, agricultural systems, developing comparable metagenomic measurements, and developing bioinformatic methods and analysis tools for environmental systems.

Read more at EurekAlert!, by DOE/LAWRENCE BERKELEY NATIONAL LABORATORY.

Dr. Abdolmajid Erfani, assistant professor in Civil, Environmental, and Geospatial Engineering, in collaboration with Dr. Hickey and Dr. Cui, University of Maryland, has been honored with the 2023 Best Paper Award for their article published in the ASCE Journal of Management in Engineering.

The Journal of Management in Engineering has achieved the highest impact factor among all the journals published by the American Society of Civil Engineers in recent years. The awarded article is titled “Use of LinkedIn Data and Machine Learning to Analyze Gender Differences in Construction Career Paths.” The study analyzed female representation in leadership roles within the top 400 engineering contractors.

Successful women leaders have more diverse career paths, working at 56% more companies, holding 19% more job titles, and being 73% more likely to have a graduate degree compared to men. However, as women’s perceived competence rises, their perceived likeability diminishes, according to language analysis on LinkedIn recommendations. These challenges are why many female engineering college graduates don’t pursue careers in the field. Although women earn about 22% of civil and environmental engineering degrees, they make up only 10.9% of the AEC workforce and 3.9% of engineering executives.

The award ceremony was held during the ASCE Annual Convention in Chicago, Illinois, on October 18–21, 2023.

“Use of LinkedIn Data and Machine Learning to Analyze Gender Differences in Construction Career Paths”
Paul J. Hickey, Abdolmajid Erfani, and Qingbin Cui, A.M.
Journal of Management in Engineering, Volume 38, Issue 6
https://doi.org/10.1061/(ASCE)ME.1943-5479.0001087

Zhanping You (CEGE) was quoted by WLUC TV6 in a story about an upcoming road paving project in Dickinson County that will use recycled glass and tires from across the Upper Peninsula.

The Dickinson County Road Commission will use recycled glass and tires from across the U.P., compared to standard asphalt, to redo two sections south of Vulcan going toward the Menominee County line.

“The rubber from tires is actually a really good material to work with asphalt. They like each other because they are both from petroleum oil,” said Zhanping You.

Read more at WLUC TV6, by Clint McLeod.

Zhanping You (CEGE/MTTI) is the principal investigator (PI) on a project that has received a $100,000 research and development grant from the Dickinson County Road Commission.

The project is titled “Tire Rubber Asphalt and Recycled Glass for County Road Paving.”

Qingli Dai (CEGE/MTTI) is a co-PI on this potential 22-month project.

Related

Zhanping You Appointed to EGLE Scrap Tire Advisory Committee

Michigan Tech: Where Global Changemaking Engineers are Made

Daisuke Minakata (CEGE) has been selected as a recipient of the 2023 Professional Excellence-Individual Award by the Michigan Section of the American Water Works Association. The award recognizes Minakata for his contributions to and impact on the water in the state of Michigan.

Through this distinguished award, the Michigan Section aims to pay tribute to individuals, organizations, companies and project teams who have made remarkable contributions to the water industry. This award acknowledges outstanding endeavors in safeguarding public health, advocating for safe drinking water, fostering innovative and creative ideas and demonstrating exceptional leadership qualities.

Minakata will receive formal recognition for his achievements at the Michigan Section’s Annual Conference & Exhibits (Ml-ACE), planned September 12–15, 2023, at the Blue Water Convention Center in Port Huron, Michigan.

By Civil, Environmental, and Geospatial Engineering.