| 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 | ||||