This schedule is subject to changes; please check every week.
Date Topic covered Assignments
27-Aug Introduction to information Syllabus, discussion of class
Class details Wikipedia article on "Informatics"
Exercise 0 Wikipedia article on "Information Science"
Wikipedia article on "Information Systems"
Wikipedia article on "Information"
Wikipedia article on "Moore's Law"
Wikipedia article on "Informetrics"
"How Much Information," http://www2.sims.berkeley.edu/research/projects/how-much-info-2003/execsum.htm#summary
Wikipedia article on "Plagiarism"
3-Sep No class - Labor Day
10-Sep Complexity, complex systems, computational Wikipedia article on "Complexity"
complexity and scalability Wikipedia article on "Complex Systems"
Exercise 0 due Wikipedia article on "Computational Complexity"
Exercise 1 Wikipedia article on "Scalability"
Wikipedia article on "Science"
Wikipedia article on "Computation Informatics"
Wikipedia article on "Theory"
Wikipedia article on "Technology"
Wikipedia article on "Scientific Method"
David Weinberger video "on what information was", http://vimeo.com/11739281
17-Sep Artifical intelligence and informatics Wikipedia article on "Artificial Intelligence"
Wikipedia article on "Agent"
Wikipedia article on "Intelligent Agent"
Wikipedia article on "Bot"
Wikipedia article on "Chatterbot"
Wikipedia article on "Robotics"
Wikipedia article on "Turing Test"
Wikipedia article on "Strong AI"
Wikipedia article on "Technological Singularity"
24-Sep Networks and social networks http://en.wikipedia.org/wiki/Complex_network
Exercise 1 due http://en.wikipedia.org/wiki/Graph_(mathematics)
http://en.wikipedia.org/wiki/Social_network
http://en.wikipedia.org/wiki/Social_networking
Chs 1-11, http://www.faculty.ucr.edu/~hanneman/nettext/
1-Oct Text and information retrieval http://en.wikipedia.org/wiki/Plain_text
Exercise 2 http://nlp.stanford.edu/IR-book/html/htmledition/determining-the-vocabulary-of-terms-1.html
http://en.wikipedia.org/wiki/Information_retrieval
http://en.wikipedia.org/wiki/Zipf's_Law
http://en.wikipedia.org/wiki/Inverted_index
8-Oct Link analysis, web graphs and crawling, search http://nlp.stanford.edu/IR-book/: Read Ch 19.1 to 19.5, Ch 21
http://en.wikipedia.org/wiki/Web_crawler
http://en.wikipedia.org/wiki/Search_engine
http://en.wikipedia.org/wiki/Is_Google_Making_Us_Stupid
15-Oct Introduction to machine learning http://en.wikipedia.org/wiki/Machine_learning
Brief research proposal presentations http://en.wikipedia.org/wiki/Supervised_learning
Exercise2 due http://en.wikipedia.org/wiki/Unsupervised_learning
http://en.wikipedia.org/wiki/Semi-supervised_learning
http://en.wikipedia.org/wiki/Reinforcement_learning
http://en.wikipedia.org/wiki/Transduction_(machine_learning)
http://aaai.org/AITopics/MachineLearning
22-Oct Probabilistic reasoning, information theory, Bayes rule http://en.wikipedia.org/wiki/Bayesian_inference
Exercise 3 http://en.wikipedia.org/wiki/Bayesian_probability
http://en.wikipedia.org/wiki/Decision_tree
http://en.wikipedia.org/wiki/Influence_diagram
http://en.wikipedia.org/wiki/Information_theory
29-Oct Information extraction, data mining, metadata http://en.wikipedia.org/wiki/Information_extraction
http://en.wikipedia.org/wiki/Data_mining
http://en.wikipedia.org/wiki/Metadata
5-Nov Digital libraries, scientometrics, bibliometrics http://en.wikipedia.org/wiki/Digital_library
Exercise 3 due http://en.wikipedia.org/wiki/Informetrics
http://en.wikipedia.org/wiki/Scientometrics
http://en.wikipedia.org/wiki/Bibliometrics
http://en.wikipedia.org/wiki/Citation_analysis
http://en.wikipedia.org/wiki/Digital_humanities
http://en.wikipedia.org/wiki/Metacalfe's_law
12-Nov Qualitative vs quantitative vs computational research http://en.wikipedia.org/wiki/Qualitative_research
Digital humanities http://en.wikipedia.org/wiki/Quantitative_research
Read Part of the Companion to the Digital Humanities http://en.wikipedia.org/wiki/Digital_humanities
Exericise 4 Read Part 1: http://www.digitalhumanities.org/companion/
19-Nov No Class - Thanksgiving
26-Nov Research Presentations
Discussions and material presentations
3-Dec Research Presentations - order
Alan Nochenson
Siqiong He
Mingyi Zhao
Aditya Sridhara
Chong Zhou
Kyle Williams
Gaoyao Xiao
Nicholas Johnson
John Hodgson
Tristan Endsley
Wu Yu
Daniel Guzek
10-Dec Research Presentations - order
Tamara Peyton
Chen Zhong
Matthew Lesniewski
Nan Yu
Yinan Wan
Neelam Dwivedi
Lannan Lou
Elizabeth Eikey
Dong Chen
Baris Kandemir
Mark Campbell
Exercise 4 due
17-Dec Research paper due