Tag Archives: University of Texas

Data storytelling in libraries

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I had no idea that thee was such enthusiasm for data storytelling but it seems libraries require a kit for the topic. From an August 30, 2022 University of Illinois School of Information Sciences news release (also on EurekAlert), Note: A link has been removed,

A new project led by Associate Professor Kate McDowell and Assistant Professor Matthew Turk of the School of Information Sciences (iSchool) at the University of Illinois Urbana-Champaign will help libraries tell data stories that connect with their audiences. Their project, “Data Storytelling Toolkit for Librarians,” has received a two-year, $99,330 grant from the Institute of Museum and Library Services (IMLS grant RE-250094-OLS-21), under the Laura Bush 21st Century Librarian Program, which supports innovative research by untenured, tenure-track faculty.

“There are thousands of librarians who are skittish about data but love stories,” explained McDowell, who co-teaches a data storytelling course at the iSchool with Turk. “And there are hundreds of librarians who see data as fundamental, but until those librarians have a language through which to connect with the passions of the thousands who love stories, this movement toward strategic data use in the field of libraries will be stifled, along with the potential collaborative creativity of librarians.”

The data storytelling toolkit will provide a set of easy-to-adapt templates, which librarians can use to move quickly from data to story to storytelling. Librarians will be able to use the toolkit to plug in data they already have and generate data visualization and narrative structure options.

“To give an example, public libraries need to communicate employment impact. In this case, the data story will include who has become employed based on library services, how (journey map showing a visual sequence of steps from job seeking to employment), a structure for the story of an individual’s outcomes, and a strong data visualization strategy for communicating this impact,” said McDowell.

According to the researchers, the toolkit will be clearly defined so that librarians understand the potential for communicating with data but also fully adaptable to each librarian’s setting and to the communication needs inside the organization and with the public. The project will focus on community college and public libraries, with initial collaborators to include Ericson Public Library in Boone, Iowa; Oregon City (OR) Public Library; Moraine Valley Community College in Palos Hills, Illinois; Jackson State Community College in Jackson, Tennessee; and The Urbana Free Library.

McDowell’s storytelling research has involved training collaborations with advancement staff both at the University of Illinois Urbana-Champaign and the University of Illinois system; storytelling consulting work for multiple nonprofits including the 50th anniversary of the statewide Prairie Rivers Network that protects Illinois water; and storytelling lectures for the Consortium of Academic and Research Libraries in Illinois (CARLI). McDowell researches and publishes in the areas of storytelling at work, social justice storytelling, and what library storytelling can teach the information sciences about data storytelling. She holds both an MS and PhD in library and information science from Illinois.

Turk also holds an appointment with the Department of Astronomy in the College of Liberal Arts and Sciences at the University of Illinois. His research focuses on how individuals interact with data and how that data is processed and understood. He is a recipient of the prestigious Gordon and Betty Moore Foundation’s Moore Investigator Award in Data-Driven Discovery. Turk holds a PhD in physics from Stanford University.

I found some earlier information about a data storytelling course taught by the two researchers, from a September 25, 2019 University of Illinois School of Information Sciences news release, which provides some additional insight,

Collecting and understanding data is important, but equally important is the ability to tell meaningful stories based on data. Students in the iSchool’s Data Science Storytelling course (IS 590DST) learn data visualization as well as storytelling techniques, a combination that will prove valuable to their employers as they enter the workforce.

The course instructors, Associate Professor and Interim Associate Dean for Academic Affairs Kate McDowell and Assistant Professor Matthew Turk, introduced Data Science Storytelling in fall 2017. The course combines McDowell’s research interests in storytelling practices and applications and Turk’s research interests in data analysis and visualization.

Students in the course learn storytelling concepts, narrative theories, and performance techniques as well as how to develop stories in a collaborative workshop style. They also work with data visualization toolkits, which involves some knowledge of coding.

Ashley Hetrick (MS ’18) took Data Science Storytelling because she wanted “the skills to be able to tell the right story when the time is right for it.” She appreciated the practical approach, which allowed the students to immediately apply the skills they learned, such as developing a story structure and using a pandas DataFrame to support and build a story. Hetrick is using those skills in her current work as assistant director for research data engagement and education at the University of Illinois.

“I combine tools and methods from data science and analytics with storytelling to make sense of my unit’s data and to help researchers make sense of theirs,” she said. “In my experience, few researchers like data for its own sake. They collect, care for, and analyze data because they’re after what all storytellers are after: meaning. They want to find the signal in all of this noise. And they want others to find it too, perhaps long after their own careers are complete. Each dataset is a story and raw material for stories waiting to be told.”

According to Turk, the students who have enrolled in the course have been outstanding, “always finding ways to tell meaningful stories from data.” He hopes they leave the class with an understanding that stories permeate their lives and that shaping the stories they tell others and about others is a responsibility they carry with them.

“One reason that this course means a lot to me is because it gives students the opportunity to really bring together the different threads of study at the iSchool,” Turk said. “It’s a way to combine across levels of technicality, and it gives students permission to take a holistic approach to how they present data.”

I didn’t put much effort into it but did find three other courses on data storytelling, one at the University of Texas (my favourite), one at the University of Toronto, and one (Data Visualization and Storytelling) at the University of British Columbia. The one at the University of British Columbia is available through the business school, the other two are available through information/library science faculties.

D-PLACE: an open access database of places, language, culture, and enviroment

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In an attempt to be a bit more broad in my interpretation of the ‘society’ part of my commentary I’m including this July 8, 2016 news item on ScienceDaily (Note: A link has been removed),

An international team of researchers has developed a website at d-place.org to help answer long-standing questions about the forces that shaped human cultural diversity.

D-PLACE — the Database of Places, Language, Culture and Environment — is an expandable, open access database that brings together a dispersed body of information on the language, geography, culture and environment of more than 1,400 human societies. It comprises information mainly on pre-industrial societies that were described by ethnographers in the 19th and early 20th centuries.

A July 8, 2016 University of Toronto news release (also on EurekAlert), which originated the news item, expands on the theme,

“Human cultural diversity is expressed in numerous ways: from the foods we eat and the houses we build, to our religious practices and political organisation, to who we marry and the types of games we teach our children,” said Kathryn Kirby, a postdoctoral fellow in the Departments of Ecology & Evolutionary Biology and Geography at the University of Toronto and lead author of the study. “Cultural practices vary across space and time, but the factors and processes that drive cultural change and shape patterns of diversity remain largely unknown.

“D-PLACE will enable a whole new generation of scholars to answer these long-standing questions about the forces that have shaped human cultural diversity.”

Co-author Fiona Jordan, senior lecturer in anthropology at the University of Bristol and one of the project leads said, “Comparative research is critical for understanding the processes behind cultural diversity. Over a century of anthropological research around the globe has given us a rich resource for understanding the diversity of humanity – but bringing different resources and datasets together has been a huge challenge in the past.

“We’ve drawn on the emerging big data sets from ecology, and combined these with cultural and linguistic data so researchers can visualise diversity at a glance, and download data to analyse in their own projects.”

D-PLACE allows users to search by cultural practice (e.g., monogamy vs. polygamy), environmental variable (e.g. elevation, mean annual temperature), language family (e.g. Indo-European, Austronesian), or region (e.g. Siberia). The search results can be displayed on a map, a language tree or in a table, and can also be downloaded for further analysis.

It aims to enable researchers to investigate the extent to which patterns in cultural diversity are shaped by different forces, including shared history, demographics, migration/diffusion, cultural innovations, and environmental and ecological conditions.

D-PLACE was developed by an international team of scientists interested in cross-cultural research. It includes researchers from Max Planck Institute for the Science of Human history in Jena Germany, University of Auckland, Colorado State University, University of Toronto, University of Bristol, Yale, Human Relations Area Files, Washington University in Saint Louis, University of Michigan, American Museum of Natural History, and City University of New York.

The diverse team included: linguists; anthropologists; biogeographers; data scientists; ethnobiologists; and evolutionary ecologists, who employ a variety of research methods including field-based primary data collection; compilation of cross-cultural data sources; and analyses of existing cross-cultural datasets.

“The team’s diversity is reflected in D-PLACE, which is designed to appeal to a broad user base,” said Kirby. “Envisioned users range from members of the public world-wide interested in comparing their cultural practices with those of other groups, to cross-cultural researchers interested in pushing the boundaries of existing research into the drivers of cultural change.”

Here’s a link to and a citation for the paper,

D-PLACE: A Global Database of Cultural, Linguistic and Environmental Diversity by Kathryn R. Kirby, Russell D. Gray, Simon J. Greenhill, Fiona M. Jordan, Stephanie Gomes-Ng, Hans-Jörg Bibiko, Damián E. Blasi, Carlos A. Botero, Claire Bowern, Carol R. Ember, Dan Leehr, Bobbi S. Low, Joe McCarter, William Divale, Michael C. Gavin.  PLOS ONE, 2016; 11 (7): e0158391 DOI: 10.1371/journal.pone.0158391 Published July 8, 2016.

This paper is open access.

You can find D-PLACE here.

While it might not seem like that there would be a close link between anthropology and physics in the 19th and early 20th centuries, that information can be mined for more contemporary applications. For example, someone who wants to make a case for a more diverse scientific community may want to develop a social science approach to the discussion. The situation in my June 16, 2016 post titled: Science literacy, science advice, the US Supreme Court, and Britain’s House of Commons, could  be extended into a discussion and educational process using data from D-Place and other sources to make the point,

Science literacy may not be just for the public, it would seem that US Supreme Court judges may not have a basic understanding of how science works. David Bruggeman’s March 24, 2016 posting (on his Pasco Phronesis blog) describes a then current case before the Supreme Court (Justice Antonin Scalia has since died), Note: Links have been removed,

…

It’s a case concerning aspects of the University of Texas admissions process for undergraduates and the case is seen as a possible means of restricting race-based considerations for admission.  While I think the arguments in the case will likely revolve around factors far removed from science and or technology, there were comments raised by two Justices that struck a nerve with many scientists and engineers.

Both Justice Antonin Scalia and Chief Justice John Roberts raised questions about the validity of having diversity where science and scientists are concerned [emphasis mine].  Justice Scalia seemed to imply that diversity wasn’t esential for the University of Texas as most African-American scientists didn’t come from schools at the level of the University of Texas (considered the best university in Texas).  Chief Justice Roberts was a bit more plain about not understanding the benefits of diversity.  He stated, “What unique perspective does a black student bring to a class in physics?”

To that end, Dr. S. James Gates, theoretical physicist at the University of Maryland, and member of the President’s Council of Advisers on Science and Technology (and commercial actor) has an editorial in the March 25 [2016] issue of Science explaining that the value of having diversity in science does not accrue *just* to those who are underrepresented.

Dr. Gates relates his personal experience as a researcher and teacher of how people’s background inform their practice of science, and that two different people may use the same scientific method, but think about the problem differently.

I’m guessing that both Scalia and Roberts and possibly others believe that science is the discovery and accumulation of facts. In this worldview science facts such as gravity are waiting for discovery and formulation into a ‘law’. They do not recognize that most science is a collection of beliefs and may be influenced by personal beliefs. For example, we believe we’ve proved the existence of the Higgs boson but no one associated with the research has ever stated unequivocally that it exists.

More generally, with D-PLACE and the recently announced Trans-Atlantic Platform (see my July 15, 2016 post about it), it seems Canada’s humanities and social sciences communities are taking strides toward greater international collaboration and a more profound investment in digital scholarship.

Science literacy, science advice, the US Supreme Court, and Britain’s House of Commons

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This ‘think’ piece is going to cover a fair bit of ground including science literacy in the general public and in the US Supreme Court, and what that might mean for science advice and UK Members of Parliament (MPs).

Science literacy generally and in the US Supreme Court

A science literacy report for the US National Academy of Sciences (NAS), due sometime from early to mid 2017, is being crafted with an eye to capturing a different perspective according to a March 24, 2016 University of Wisconsin-Madison news release by Terry Dewitt,

What does it mean to be science literate? How science literate is the American public? How do we stack up against other countries? What are the civic implications of a public with limited knowledge of science and how it works? How is science literacy measured?

These and other questions are under the microscope of a 12-member National Academy of Sciences (NAS) panel — including University of Wisconsin—Madison Life Sciences Communication Professor Dominique Brossard and School of Education Professor Noah Feinstein — charged with sorting through the existing data on American science and health literacy and exploring the association between knowledge of science and public perception of and support for science.

…

The committee — composed of educators, scientists, physicians and social scientists — will take a hard look at the existing data on the state of U.S. science literacy, the questions asked, and the methods used to measure what Americans know and don’t know about science and how that knowledge has changed over time. Critically for science, the panel will explore whether a lack of science literacy is associated with decreased public support for science or research.

Historically, policymakers and leaders in the scientific community have fretted over a perceived lack of knowledge among Americans about science and how it works. A prevailing fear is that an American public unequipped to come to terms with modern science will ultimately have serious economic, security and civic consequences, especially when it comes to addressing complex and nuanced issues like climate change, antibiotic resistance, emerging diseases, environment and energy choices.

…

While the prevailing wisdom, inspired by past studies, is that Americans don’t stack up well in terms of understanding science, Brossard is not so convinced. Much depends on what kinds of questions are asked, how they are asked, and how the data is analyzed.

It is very easy, she argues, to do bad social science and past studies may have measured the wrong things or otherwise created a perception about the state of U.S. science literacy that may or may not be true.

“How do you conceptualize scientific literacy? What do people need to know? Some argue that scientific literacy may be as simple as an understanding of how science works, the nature of science, [emphasis mine]” Brossard explains. “For others it may be a kind of ‘civic science literacy,’ where people have enough knowledge to be informed and make good decisions in a civics context.”

…

Science literacy may not be just for the public, it would seem that US Supreme Court judges may not have a basic understanding of how science works. David Bruggeman’s March 24, 2016 posting (on his Pasco Phronesis blog) describes a then current case before the Supreme Court (Justice Antonin Scalia has since died), Note: Links have been removed,

…

It’s a case concerning aspects of the University of Texas admissions process for undergraduates and the case is seen as a possible means of restricting race-based considerations for admission.  While I think the arguments in the case will likely revolve around factors far removed from science and or technology, there were comments raised by two Justices that struck a nerve with many scientists and engineers.

Both Justice Antonin Scalia and Chief Justice John Roberts raised questions about the validity of having diversity where science and scientists are concerned [emphasis mine].  Justice Scalia seemed to imply that diversity wasn’t esential for the University of Texas as most African-American scientists didn’t come from schools at the level of the University of Texas (considered the best university in Texas).  Chief Justice Roberts was a bit more plain about not understanding the benefits of diversity.  He stated, “What unique perspective does a black student bring to a class in physics?”

To that end, Dr. S. James Gates, theoretical physicist at the University of Maryland, and member of the President’s Council of Advisers on Science and Technology (and commercial actor) has an editorial in the March 25 [2016] issue of Science explaining that the value of having diversity in science does not accrue *just* to those who are underrepresented.

Dr. Gates relates his personal experience as a researcher and teacher of how people’s background inform their practice of science, and that two different people may use the same scientific method, but think about the problem differently.

I’m guessing that both Scalia and Roberts and possibly others believe that science is the discovery and accumulation of facts. In this worldview science facts such as gravity are waiting for discovery and formulation into a ‘law’. They do not recognize that most science is a collection of beliefs and may be influenced by personal beliefs. For example, we believe we’ve proved the existence of the Higgs boson but no one associated with the research has ever stated unequivocally that it exists.

For judges who are under the impression that scientific facts are out there somewhere waiting to be discovered diversity must seem irrelevant. It is not. Who you are affects the questions you ask and how you approach science. The easiest example is to look at how women were viewed when they were subjects in medical research. The fact that women’s physiology is significantly different (and not just in child-bearing ways) was never considered relevant when reporting results. Today, researchers consider not only gender, but age (to some extent), ethnicity, and more when examining results. It’s still not a perfect but it was a step forward.

So when Brossard included “… an understanding of how science works, the nature of science …” as an aspect of science literacy, the judges seemed to present a good example of how not understanding science can have a major impact on how others live.

I’d almost forgotten this science literacy piece as I’d started the draft some months ago but then I spotted a news item about a science advice/MP ‘dating’ service in the UK.

Science advice and UK MPs

First, the news, then, the speculation (from a June 6, 2016 news item on ScienceDaily),

MPs have expressed an overwhelming willingness to use a proposed new service to swiftly link them with academics in relevant areas to help ensure policy is based on the latest evidence.

A June 6, 2016 University of Exeter press release, which originated the news item, provides more detail about the proposed service and the research providing the supporting evidence (Note: A link has been removed),

The government is pursuing a drive towards evidence-based policy, yet policy makers still struggle to incorporate evidence into their decisions. One reason for this is limited easy access to the latest research findings or to academic experts who can respond to questions about evidence quickly.

Researchers at Cardiff University, the University of Exeter and University College London have today published results of the largest study to date reporting MPs’ attitudes to evidence in policy making and their reactions to a proposed Evidence Information Service (EIS) – a rapid match-making advisory service that would work alongside existing systems to put MPs in touch with relevant academic experts.

Dr Natalia Lawrence, of the University of Exeter, said: “It’s clear from our study that politicians want to ensure their decisions incorporate the most reliable evidence, but it can sometimes be very difficult for them to know how to access the latest research findings. This new matchmaking service could be a quick and easy way for them to seek advice from cutting-edge researchers and to check their understanding and facts. It could provide a useful complement to existing highly-valued information services.”

The research, published today in the journal Evidence and Policy, reports the findings of a national consultation exercise between politicians and the public. The researchers recruited members of the public to interview their local parliamentary representative. In total 86, politicians were contacted with 56 interviews completed. The MPs indicated an overwhelming willingness to use a service such as the EIS, with 85% supporting the idea, but noted a number of potential reservations related to the logistics of the EIS such as response time and familiarity with the service. Yet, the MPs indicated that their logistical reservations could be overcome by accessing the EIS via existing highly-valued parliamentary information services such as those provided by the House of Commons and Lords Libraries. Furthermore prior to rolling out the EIS on a nationwide basis it would first need to be piloted.

Developing the proposed EIS in line with feedback from this consultation of MPs would offer the potential to provide policy makers with rapid, reliable and confidential evidence from willing volunteers from the research community.

Professor Chris Chambers, of Cardiff University, said: “The government has given a robust steer that MPs need to link in more with academics to ensure decisions shaping the future of the country are evidence-based. It’s heartening to see that there is a will to adopt this system and we now need to move into a phase of developing a service that is both simple and effective to meet this need.”

The next steps for the project are parallel consultations of academics and members of the public and a pilot of the EIS, using funding from GW4 alliance of universities, made up of Bath, Bristol, Cardiff and Exeter.

What this study shows:
• The consultation shows that politicians recognise the importance of evidence-based policy making and agree on the need for an easier and more direct linkage between academic experts and policy makers.
• Politicians would welcome the creation of the EIS as a provider of rapid, reliable and confidential evidence.

What this study does not show:
• This study does not show how academics would provide evidence. This was a small-scale study which consulted politicians and has not attempted to give voice to the academic community.
• This study does not detail the mechanism of an operational EIS. Instead it indicates the need for a service such as the EIS and suggests ways in which the EIS can be operationalized.

Here’s a link to and a citation for the paper,

Service as a new platform for supporting evidence-based policy: a consultation of UK parliamentarians by Natalia Lawrence, Jemma Chambers, Sinead Morrison, Sven Bestmann, Gerard O’Grady, Christopher Chambers, Andrew Kythreotis. Evidence & Policy: A Journal of Research, Debate and Practice DOI: http://dx.doi.org/10.1332/174426416X14643531912169 Appeared or available online: June 6, 2016

This paper is behind a paywall open access. *Corrected June 17, 2016.*

It’s an interesting idea and I can understand the appeal. However, operationalizing this ‘dating’ or ‘matchmaking’ service could prove quite complex. I appreciate the logistics issues but I’m a little more concerned about the MPs’ science literacy. Are they going to be like the two US justices who believe that science is the pursuit of immutable facts? What happens if two MPs are matched up with a different scientist and those two scientists didn’t agree about what the evidence says. Or, what happens if one scientist is more cautious than the other. There are all kinds of pitfalls. I’m not arguing against the idea but it’s going to require a lot of careful consideration.

Lab tests show silver nanoparticles in cream blocks HIV entry for up to 72 hours

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Since at least 2005 (the article reference will be given later in this posting), researchers have been aware that silver nanoparticles can block the HIV virus from entering a cell. The latest work in this area has resulted in a vaginal cream laced with silver nanoparticles according to a Jan. 28, 2014 news item on ScienceDaily,

Lara Villegas [Humberto Lara Villegas, specialist in nanoparticles and virology from the University of Monterrey, Mexico (UDEM)] explained that HIV makes its entry to immune cells (CD4) of the organism with the aid of a protein known as GP120, which allows the virus adherence to the cells. This same principle is used by silver nanoparticles to attach themselves to this protein and block it, turning the virus inactive.

The Mexican researcher informed that the cream has been tested in samples of human tissue and has proven the efficiency of silver nanoparticles to avoid the transmission of the virus through cervical mucous membrane.

The Jan. 28, 2014 Investigación y Desarrollo news release (on the Alpha Gallileo website), which originated the news item, provides additional details from Lara Villegas’ perspective,

The researcher from UDEM, who has worked in Israel and The United States, assured that after applied, the cream starts to work in less than a minute, and has an effective protection of up to 72 hours.

Given that the function of this product is the inactivation of the virus, although this is a vaginal cream, will also protect the sexual partner.

“Normally – he highlighted-, the medication used against the virus act within the cell to avoid its replication. This is a very different case, given that the nanoparticle goes directly against the HIV and no longer allows its entry to the cell”.

So far, no toxicity of the silver nanoparticles has been reported, although he added that research is yet to be performed to evaluate the possible side effects of silver properties.

“Right now, I am certain that this microbicide is going to avoid the virus entering the organism, but I cannot yet assure that is totally harmless, because the clinical trials are a long and expensive process”, the researched added.

He exposed that the use of gels are usually accompanied by irritation, which favors the entry of the virus, which is why the cream was enriched with an anti-inflammatory effect.

Currently, with the obtained results, researchers will proceed to perform experimentation in mice that accept human cells, to later begin with human clinical trials.

He added that this cream could prevent the transmition of other sexually acquired virus like the Human Papilloma Virus (HPV). Likewise, he considered that silver nanoparticles could be used to combat bacteria transmitted the same way.

As promised here’s a citation for and a link to the 2005 paper; I haven’t found any references in my admittedly brief search for a paper about this latest work,,

Interaction of silver nanoparticles with HIV-1 by Jose Luis Elechiguerra, Justin L Burt, Jose R Morones, Alejandra Camacho-Bragado, Xiaoxia Gao, Humberto H Lara, and Miguel Jose Yacaman. Journal of Nanobiotechnology 2005, 3:6  doi:10.1186/1477-3155-3-6

This paper is open access.

Here’s  the Investigación y Desarrollo website which seems to act as a hub for research in Mexico. Note: You will need Spanish language skills to fully utilize this site.

Nanotechnology, kids, and internships

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Dr. Moon Kim, a materials scientist, decided to write a book for children about nanotechnology. Originally written in Korean and now being translated into English,  the book was selected  in December 2010  by the Korea Foundation for the Advancement of Science and Creativity as one of the top science books of the year. From the March 7, 2011 news item on physorg.com,

Written in Korean and with the English translation just recently completed, “A Day With Nano” takes a wide-ranging view of nanotechnology. He wrote it in collaboration with his wife, Sun Song, and it touches not only on Kim’s own research but also on applications such as robotic surgery, micro-needles for painless injections, smart windows that adapt to outdoor conditions, nano cosmetics and self-healing paint that prevents the development of rust.

“I actually learned quite a bit by doing research for this, and it’s given me new ideas about additional laboratory research to pursue,” said Kim, a professor of materials science and engineering in the University’s Erik Jonsson School of Engineering and Computer Science.

And although the primary audience comprises elementary- and secondary-school students, he says he sees a need to spread the word further as well.

“The reason we do so much of our research is to make everyone’s lives better, and we need public support for that,” he said. “As a professor, education is a big part of my job, and that includes the general public, so the more that both kids and their parents understand and support what we do, the better it is for everyone.”

Dr. Kim has also instituted an internship program. The first session in January 2011 had three students and a teacher from South Korea visit him at his laboratory at the University of Texas.

Coverage of the Nano Intern Program appeared in the Donga Daily, one of South Korea's leading newspapers. (Copied from Univ. of Texas News Center website)

There’s more about Dr. Kim’s projects here.