Solutions -- Developed Graph Computing Industry Solutions:
This enterprise social analytics solution was first being used in IBM in 2006 and has been deployed as a production system since 2009. It has also powered the IBM Practitioner Portal and IBM Learning for Knowledge and Learning Search & Recommendation. It includes: Personal Social Capital Management, Expertise Search, Path to Reach Experts, Social Network Analysis & Visualization, Graph Recommendation, and Graph Search. It was officially recognized to have made more than $80M (and unofficially $117M) contributions to the IBM Corporation. This tool and its research results were featured in BusinessWeek 4 times, including being Top Story of the Week in April 2009. It helped IBM win the 1st place in 2012 Most Admirable Knowledge Enterprise Award. It was also recognized as the Industry Leader and Best Practice in Expertise Location by APQC in 2013.
This insider threat solution package was released in 2014. It is based on the Anomaly Detection at Multiple Scales project. Detecting Insider Threats is challenging, because those people are legtimate users doing entitled activities. Therefore, traditional cybersecurity techniques defending intruders do not apply here. This system is probably the first Cognitive Security system, which detects the long-term risks. It has three types of detectors -- Espionage, Sabotage, and Internal Fraud. More than 2-years of monthly benchmarking showed promising performance of this system.
This social media solution provides comprehensive monitoring for enterprises on social media. Its current version includes 11 applications: Live Monitoring, Trend Analytics, Impact Analytics, Person Analytics, Segment Analytics, Thread Analytics, Flow Analytics, Social Multimedia Analytics, Bot Detection, Anomaly Thread Detection, and Target Detection. This solution includes 26 research projects -- addressing various aspects of the state-of-the-art social media research, including papers which won the Best Paper Award of IEEE BigData 2013, Best Paper Award of CIKM 2012, Cover Story of Proceeding of National Academy of Science, etc.
This solution currently includes: Multimedia Sentiment Analysis, Video Browsing, and Smart Video & Gaming.
This solution currently includes: Patient Similiarty Visualization, Patient Cluster Visualizaiton, and Interactive Visual Analytics & Exploration.
This solution currently includes: Home Abnormal Audio Event Detection and Abnormal Multi-Sensor Detection.
This IBM product provides holistic and cognitive surveillance solution for banks.
Other Use Cases:
Case 1: Enterprise Expertise Location and Social Network Analysis
Case 2: Enterprise Knowledge Recommendation
Case 3: Personalized Recommender for Commerce
Case 4: Financial Analysis
Case 5: Social Media Monitoring
Case 6: Telco Customer Social Analysis
Case 7: Patient and Disease Analytics and Visualization for Healthcare
Case 8: Network Visualization for Navigation and Exploration
Case 9: Graph Search
Case 10: Anomaly Detection At Multiple Scales
Case 11: Fraud Detection for Banks
Case 12: Detecting Cyber Attacks
Case 13: Smarter Another Planet
Case 14: Cellular Network Analytics in Telco Operation
Case 15: Monitoring Large Cloud
Case 16: Code Life Cycle Improvement
Case 17: Data Curation for Enterprise Data Management