![construction on campus](http://www.binghamton.edu/presidents-report/images/20180830_scienceIV11_jwc.jpg)
IMPROVING CAMPUS INFRASTRUCTURE
Some of the major improvements to infrastructure completed over the summer are very visible; others are not. Read in this issue about the many major projects completed by Physical Facilities and Information Technology Services, as well as the new programs offered by the University Center for Training and Development.
![academics photo](http://www.binghamton.edu/presidents-report/images/20180717_PharmBld06_jwc_%281%29.jpg)
SCHOOL OF PHARMACY AND PHARMACEUTICAL SCIENCES OPENS NEW BUILDING
The opening of the new, $60-million School of Pharmacy and Pharmaceutical Sciences at the University's Health Sciences Campus in Johnson City, N.Y., headlines this quarterly report, but there's also good news about collaborations, external funding and student successes. Read more in this issue.
![Division of Advancement](http://www.binghamton.edu/presidents-report/images/20180914_bass25_jwc.jpg)
SUCCESSFUL INITIATIVES SUPPORT STUDENTS
It takes donors at many levels to make Binghamton University successful, and in this issue of the quarterly report, you can read about a number of them. Whether it's AVANGRID offering full-tuition scholarships and capstone project support, or playing golf to benefit the Alumni Legacy Scholarship, the Division of Advancement works with Binghamton supporters.
![research](http://www.binghamton.edu/presidents-report/images/introblurb_%2815%29.jpg)
BINGHAMTON RESEARCH FUNDING SETS RECORD
Binghamton University reported research expenditures totaling $47.5 million in 2017-18, an increase of about 19 percent from the previous fiscal year. The figure tops 2011-12, the campus’ all-time best year for research funding, when just over $40 million was reported. The new record, which follows several years of steady growth, is an important sign of the campus’ creativity and innovation. Healthcare research accounted for nearly a third of expenditures, with electronics packaging and systems engineering following at about 22 percent.
![student affairs](http://www.binghamton.edu/presidents-report/images/20180824_BaxterBench02_jwc.jpg)
BAXTER THE BEARCAT BOOSTS SCHOOL SPIRIT
The Division of Student Affairs spent the summer hosting students and families for orientation and preparing for the opening of the fall semester. With some new people on board and some others with new duties, it has been a busy time. Not too busy, though, to show Binghamton University pride, as you'll read about the new Baxter the Bearcat Bench in the University Union in this issue.
![athletics photo](http://www.binghamton.edu/presidents-report/images/20180919_paintThePaws11_jwc.jpg)
STUDENT-ATHLETES CONTINUE TO SUCCEED ACADEMICALLY
Student-athletes continue to shine on and off the courts and fields. The Athletics Department sets high academic standards, and student-athletes surpass them across the board. Read about the accomplishments made by student-athletes in their sports and in the classroom – and check out the videos showcasing fall sports and the new women's head basketball coach, Bethann Shapiro Ord, in this issue.
![construction on campus](http://www.binghamton.edu/presidents-report/images/20180826_sundaze04_jwc.jpg)
HELPING TO MAKE THE CAMPUS MORE INCLUSIVE
The Division of Diversity, Equity and Inclusion works to educate and empower everyone on campus in ways that create a welcoming community. From the Udiversity Educational Institute, that holds trainings for students, faculty and staff, to the Multicultural Resource Center and Q Center, the division's offices that work to build bridges and support students though education and events such as Sundaze, part of its Welcome Week programming. Read about the division's recent initiatives in this report.
![foundation photo](http://www.binghamton.edu/presidents-report/images/20180815_peacequad02_jwc_%282%29.jpg)
DONOR SUPPORT ADVANCES BINGHAMTON UNIVERSITY
The Binghamton University Foundation had a successful 2017-18 year, bringing in the second highest amount of cash ever in support of the University. Read the numbers in this issue of the quarterly report, and learn one way the Foundation celebrates its donors.
![Algorithms reveal forecasting power of tweets](http://www.binghamton.edu/presidents-report/images/twitter2.jpg)
Algorithms reveal forecasting power of tweets
Sang Won Yoon had a good Chinese meal recently — not always easy in America. It’s on his mind.
Imagine, he says, that you and your co-workers plan via social media to head for lunch about 12:30 p.m. most Thursdays. Usually that Italian place downtown. Frequently tweet about traffic on the way.
Now imagine that at 10 a.m., you’re tweeted a coupon from the Chinese place near the Italian joint — and directions around a traffic jam that will start in about 90 minutes. Score one Sichuan hot pot.
Yoon can make that happen. He and fellow Binghamton University systems scientist Sarah Lam have been working with Binghamton alumnus Nathan Gnanasambandam, a senior researcher at the Palo Alto Research Center (PARC), a division of Xerox Research. They used 500 million tweets to develop algorithms that not only paint a picture of everyday human dynamics, but can predict an individual’s behavior hours in advance. The team, which also included graduate students Keith Thompson and Bichen Zheng, recently published their findings in Industrial Engineer.
Think about what your typical social media post says about you: when you posted, where you were. Your networking relationships can be learned — and with context-based algorithms like those PARC and Binghamton University have developed — what you plan. They use what is called an artificial neural network.
How sure are they? Better than 90 percent for a typical social media user in a three-hour horizon. “If you look at the picture, it’s very static. But the individuals are all over the place,” Yoon says.