PPT-Freebase and the GoogleKnowledge

Graph Freebase Started in 2005 by startup Metaweb Goal create an open shared database of the worlds knowledge Freebase online in 2007 Acquired by Google in 2010 Readonly in 2014 Absorbed into Googles Knowledge Graph. 631HowardStSan FranciscoCA 94105 ABSTRACT Freebase is a practical scalable tuple database used to struc ture general human knowledge The data in Freebase is collaboratively created structured and maintained Free base currently contains more than 125 Chang and Xiaoyan Zhu Tsinghua University Email zhengzc04gmailcom zxydcstsinghuaeducn Google Inc Email sxclifangtaoedchang googlecom Abstract Entity disambiguation with a knowledge base becomes increasingly popular in the NLP community In this paper What is Cocaine?. Cocaine is a strong, highly addictive Central Nervous System stimulant that interferes with the absorption of dopamine, the brain chemical related to pleasure.. Pure cocaine is derived from the leaf of the Erthroxylon coca bush found in parts of South America. . via . Semantic Enrichment. Huan Sun. *. , . Hao. Ma. #. Scott Wen-tau Yih. #. , Chen-Tse Tsai. . , . Jingjing. Liu. #. , Ming-Wei Chang. #. *. University of California, Santa Barbara. #. Microsoft Research, Redmond. and Answer . Inference . for . Telegraphic Entity-seeking . Queries. EMNLP 2014. Mandar Joshi. Uma Sawant. Soumen Chakrabarti. IBM Research. IIT Bombay, Yahoo Labs. IIT Bombay. mandarj90@in.ibm.com. uma@cse.iitb.ac.in. Taesung. Lee, . Zhongyuan. Wang. , . Haixun. Wang, Seung-won Hwang. VLDB 2011. Knowledge. Taxonomy. Manually built. e.g. Freebase. Automatically generated. e.g. . Yago. , . Probase. Probase. : . a project at MSR . Database Systems. 2010-2011. 1. Database project – . Fictional Universes. http. ://. www.freebase.com/view/fictional_universe. 2. Utilizing . Freebase. 3. What is Freebase. Freebase. is an open, licensed repository of . Ling573. NLP Systems and Applications. May 28, 2013. Roadmap. Beyond TREC-style Question Answering. Watson and Jeopardy!. Web-scale relation extraction. Distant supervision. Watson & Jeopardy!™ . Efficient Join . Q. uery . P. rocessing in a Parallel . D. atabase . S. ystem. Shumo Chu, Magdalena. . Balazinska. and Dan . Suciu. Database Group, CSE, University of Washington. In industry and . science, users need to analyze large datasets. Cloud, at . Y. our Fingertips. Dustin Campbell. Senior Program Manager. Microsoft Corporation. DEV338. What’s in . t. his . T. alk?. Intro and brief history of F#. F# primer. F# 3.0 features to address a real-world problem. 1. Intelligent Systems (AI-2). Computer Science . cpsc422. , Lecture . 23. Nov 3, 2017. Slide credit: . Probase. Microsoft Research Asia, YAGO Max Planck Institute, National Lib. Of Medicine, NIH. CorrespondingauthorE-mailmichaelfaerberkiteduThisworkwascarriedoutwiththesupportoftheGermanFed-eralMinistryofEducationandResearchBMBFwithintheSoft-wareCampusprojectSUITEGrant01IS12051Theresearchleadin Graph. Freebase. Started in 2005 by startup . Metaweb. Goal: create an “open, shared database of the world's knowledge”. Online in 2007. Acquired by Google in 2010. Read-only in 2014. Basis for Google Knowledge Graph. Freebase. Started in 2005 by startup . Metaweb. Goal: create an “open, shared database of the world's knowledge”. Freebase online in 2007. Acquired by Google in 2010. Readonly. in 2014. Decommissioned in 2016.