PPT-Graph Data Management Systems for New Application

Domains Social Networks amp the Web of Data Tutorial at VLDB 2011 Philippe CudréMauroux Sameh Elnikety University of Fribourg Switzerland Microsoft Research USA Protein Interactions . Lindsay Mullen. (Abstract) Algebra and Number Theory. Combinatorics. (Discrete Mathematics). Graph Theory. Graph Coloring. What is Graph Theory?. Branch . of . mathematics . concerned with networks of points connected by . Yunkai. Liu, Ph. D.,. Gannon University. Outlines. Graph Database vs. Traditional Database. Data structure . Some frequently-used measurements. Overview of Graph Databases. Graph Data on Social Networks. Starter - What’s wrong?. Pulse rate (beats/m). walking. Exercise started. Running started. Time (min). Oxygen released. Time (min). 0 1 2 3 5 6 7 9 . pulse rate. time. 60. 1. Richard Peng. Georgia Tech. Based on . recent works . joint with:. Serban . Stan (Yale. ), . Haoran. . Xu (MIT. ),. Shen . Chen Xu (CMU. ), . Saurabh. . Sawlani. (. GaTech. ). John . Gilbert (UCSB. ISQS3358, Spring 2016. Graph Database. A . graph database is a database that uses graph structures for semantic queries with nodes, edges and properties to represent and store data. .. Graph databases employ nodes, properties, and edges.. William Cohen. 1. Announcements. Next Tuesday 12/8:. Presentations for 10-805 projects.. 15 minutes per project.. Final written reports due Tues 12/. 15. For exam:. S. pectral clustering will not be cov. Zhe. Wu. Architect. Oracle Spatial and Graph. May, 2016. 1. Direction of Development in Graph & Semantics Area. 3. Property Graph. RDF, OWL, SPARQL. Other Data Types. Direction of Development in Graph & Semantics Area. Types of Linear Equations. Slope Intercept Form: y = mx b. You have used this one the most.. If you have your slope and y-intercept, you can graph a line or even a system of equations (two lines).. Sami F. Sarrouh, P.E. | Steven Callahan | . Samer. Sarrouh. Data management is the function of planning, controlling and delivering data effectively.. Data can be used throughout an organization to achieve various business objectives.. William Cohen. 1. Announcements. Next Tuesday 12/8:. Presentations for 10-805 projects.. 15 minutes per. project.. Final written reports due Tues 12/15. 2. Graph-Based Parallel Computing. William Cohen. Distance matrices are graphs .  as useful as any other clustering. Identification of communities in social networks. Webpage clustering for better data management of web data. Outline. Min s-t cut problem. Graph Data Structures " Unless in communicating with it [a computer] one says exactly what one means, trouble is bound to result. " - Alan Turing CLRS, Section 22.1 Early Graph Theory Problem Leonhard Euler (1707 - 1783) Graph Data Structures " Unless in communicating with it [a computer] one says exactly what one means, trouble is bound to result. " - Alan Turing Early Graph Theory Problem Leonhard Euler (1707 - 1783) Domains:. Social Networks & the Web of Data. Tutorial at VLDB 2011. Philippe . Cudré-Mauroux. Sameh Elnikety. University of Fribourg Switzerland. Microsoft Research. USA. Protein Interactions. .