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