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didattica:magistrale:kebi:ay_1516:main [2016/04/11 10:40] knut [Study material] |
didattica:magistrale:kebi:ay_1516:main [2020/09/17 16:55] (current) |
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===== Study material ===== | ===== Study material ===== | ||
<WRAP box round center 95%> | <WRAP box round center 95%> | ||
- | **Course Slides** | + | **Course Material** |
* {{:didattica:magistrale:kebi:ay_1516:ke-0-organization.pdf|Organisation}} | * {{:didattica:magistrale:kebi:ay_1516:ke-0-organization.pdf|Organisation}} | ||
- | * {{:didattica:magistrale:kebi:ay_1516:ke-1-introduction_knowledge_in_processes.pdf|Introduction}} | + | |
- | * {{:didattica:magistrale:kebi:ay_1516:ke-2-decisontables.pdf|Decision Tables}} | + | * Lecture "Introduction" |
- | * [[http://knut.hinkelmann.ch/download/kwd.zip|Download Knowledge Work Designer]] | + | * Slides: {{:didattica:magistrale:kebi:ay_1516:ke-1-introduction_knowledge_in_processes.pdf|Introduction}} |
- | * {{:didattica:magistrale:kebi:ay_1516:dmn_decision_table_template.xlsx|Template for Decision Table (Excel)}} | + | |
- | * {{:didattica:magistrale:kebi:ay_1516:exercise_distinguish_process_and_business_logic.pdf|Exercise: Process Logic vs. Business Logic for Insurance Application}} | + | * Lecture "Decision Tables" |
+ | * Slides: {{:didattica:magistrale:kebi:ay_1516:ke-2-decisontables.pdf|Decision Tables}} | ||
+ | * Download: [[http://knut.hinkelmann.ch/download/kwd.zip|Knowledge Work Designer]] | ||
+ | * Template: {{:didattica:magistrale:kebi:ay_1516:dmn_decision_table_template.xlsx|Decision Table (Excel)}} | ||
+ | * Exercise: {{:didattica:magistrale:kebi:ay_1516:exercise_distinguish_process_and_business_logic.pdf|Process Logic vs. Business Logic for Insurance Application}} | ||
* {{:didattica:magistrale:kebi:ay_1516:models.zip|Models for Insurance Application (Excel and ADL file for import in Knowledge Work Designer)}} | * {{:didattica:magistrale:kebi:ay_1516:models.zip|Models for Insurance Application (Excel and ADL file for import in Knowledge Work Designer)}} | ||
- | * {{:didattica:magistrale:kebi:ay_1516:exercise_decision_modeling_admission.pdf|Exercise Decision Modelling for Admission Process}} | + | * Exercise: {{:didattica:magistrale:kebi:ay_1516:exercise_decision_modeling_admission.pdf|Decision Modelling for Admission Process}} |
- | * {{:didattica:magistrale:kebi:ay_1516:exercise_decision_modeling_admission_solution.pdf| Solution Decision Modelling for Admission Process}} | + | * Solution: {{:didattica:magistrale:kebi:ay_1516:exercise_decision_modeling_admission_solution.pdf|Decision Modelling for Admission Process}} |
* {{:didattica:magistrale:kebi:ay_1516:decision_tables_from_lecture_for_eligibilty_and_admission.xlsx|Decision tables from lecture for Eligibilty and Admission}} | * {{:didattica:magistrale:kebi:ay_1516:decision_tables_from_lecture_for_eligibilty_and_admission.xlsx|Decision tables from lecture for Eligibilty and Admission}} | ||
* {{:didattica:magistrale:kebi:ay_1516:admission_models.zip|Admission Process and Decision Model for import in Knoweldge Work Designer}} | * {{:didattica:magistrale:kebi:ay_1516:admission_models.zip|Admission Process and Decision Model for import in Knoweldge Work Designer}} | ||
- | * {{:didattica:magistrale:kebi:ay_1516:ke-3-logic_programming.pdf|Rule-Based Systems}} | + | |
+ | * Lecture "Rule-based Systems" | ||
+ | * Slides: {{:didattica:magistrale:kebi:ay_1516:ke-3-logic_programming.pdf|Rule-based Systems}} | ||
* Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-3-1-exercise_family_rules.pdf|Family}} and {{:didattica:magistrale:kebi:ay_1516:ke-3-1-exercise_family_rules_solution.pdf|Solution}} | * Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-3-1-exercise_family_rules.pdf|Family}} and {{:didattica:magistrale:kebi:ay_1516:ke-3-1-exercise_family_rules_solution.pdf|Solution}} | ||
- | * {{:didattica:magistrale:kebi:ay_1516:ke-3-homeexercise_masterdecisions.pdf|Home Work}} | + | * {{:didattica:magistrale:kebi:ay_1516:ke-3-homeexercise_masterdecisions.pdf|Home Work}} with {{:didattica:magistrale:kebi:ay_1516:ke-3-homeexercise_masterdecisions_solution.pdf|solution}} |
* Reasoning example: {{:didattica:magistrale:kebi:ay_1516:ke-3-logic_programming-reasoningexample_ancestor.pdf|ancestor}} | * Reasoning example: {{:didattica:magistrale:kebi:ay_1516:ke-3-logic_programming-reasoningexample_ancestor.pdf|ancestor}} | ||
* Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-3-2-exercise_minisudoku.pdf|Mini Sudoku}} and {{:didattica:magistrale:kebi:ay_1516:ke-3-2-exercise_minisudoku_solution.pdf|Solution}} | * Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-3-2-exercise_minisudoku.pdf|Mini Sudoku}} and {{:didattica:magistrale:kebi:ay_1516:ke-3-2-exercise_minisudoku_solution.pdf|Solution}} | ||
* Nice [[http://swish.swi-prolog.org|browser-based Prolog Engine]] | * Nice [[http://swish.swi-prolog.org|browser-based Prolog Engine]] | ||
- | * {{:didattica:magistrale:kebi:ay_1516:ke-4_fc_vs_bc.pdf|Forward- and Backward Chaining}} | + | |
- | * {{:didattica:magistrale:kebi:ay_1516:ke-5-objectlogic.pdf|Objectlogic}} | + | * Lecture "Forward- and Backward Chaining" |
+ | * Slides: {{:didattica:magistrale:kebi:ay_1516:ke-4_fc_vs_bc.pdf|Forward- and Backward Chaining}} | ||
+ | |||
+ | * Lecture "Objectlogic" | ||
+ | * Slides: {{:didattica:magistrale:kebi:ay_1516:ke-5-objectlogic.pdf|Objectlogic}} | ||
* Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-5-1-exercise_objectlogic_at.pdf|Family}} and {{:didattica:magistrale:kebi:ay_1516:ke-5-1-exercise_objectlogic_at_solution.pdf|Solution}} | * Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-5-1-exercise_objectlogic_at.pdf|Family}} and {{:didattica:magistrale:kebi:ay_1516:ke-5-1-exercise_objectlogic_at_solution.pdf|Solution}} | ||
* {{:didattica:magistrale:kebi:ay_1516:ke-5-homeexercise_masterdecisions.pdf|Homework}} | * {{:didattica:magistrale:kebi:ay_1516:ke-5-homeexercise_masterdecisions.pdf|Homework}} | ||
- | * {{:didattica:magistrale:kebi:ay_1516:ke-6-fuzzylogic.pdf|Fuzzy Logic}} | + | |
+ | * Lecture "Fuzzy logic" | ||
+ | * Slides: {{:didattica:magistrale:kebi:ay_1516:ke-6-fuzzylogic.pdf|Fuzzy Logic}} | ||
* Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-6-1-exercise_define_fuzzy_set.pdf|Fuzzy Sets}} and {{:didattica:magistrale:kebi:ay_1516:ke-6-1-exercise_define_fuzzy_set_solution.pdf|Solution}} | * Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-6-1-exercise_define_fuzzy_set.pdf|Fuzzy Sets}} and {{:didattica:magistrale:kebi:ay_1516:ke-6-1-exercise_define_fuzzy_set_solution.pdf|Solution}} | ||
* Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-6-2-exercise_fuzzy_set_operations.pdf|Fuzzy Set Operations}} and {{:didattica:magistrale:kebi:ay_1516:ke-6-2-exercise_fuzzy_set_operations_solution.pdf|Solution}} | * Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-6-2-exercise_fuzzy_set_operations.pdf|Fuzzy Set Operations}} and {{:didattica:magistrale:kebi:ay_1516:ke-6-2-exercise_fuzzy_set_operations_solution.pdf|Solution}} | ||
* Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-6-3-credit_analysis.pdf|Credit Analysis}} | * Exercise: {{:didattica:magistrale:kebi:ay_1516:ke-6-3-credit_analysis.pdf|Credit Analysis}} | ||
- | * {{:didattica:magistrale:kebi:ay_1516:ke-7_learning_decision_trees.pdf|Machine Learning: Learning Decision Trees}} | + | |
+ | * Lecture "Machine Learning" | ||
+ | * Slides: {{:didattica:magistrale:kebi:ay_1516:ke-7_learning_decision_trees.pdf|Machine Learning - Learning Decision Trees}} | ||
* Example: {{:didattica:magistrale:kebi:ay_1516:ke-7_example_id3.pdf|Playing Tennis}} | * Example: {{:didattica:magistrale:kebi:ay_1516:ke-7_example_id3.pdf|Playing Tennis}} | ||
+ | * Data sets:{{:didattica:magistrale:kebi:ay_1516:datasets.zip|playing tennis and creditworthyness (CSV Files)}} | ||
+ | * {{:didattica:magistrale:kebi:ay_1516:assignment_learning_carsales.pdf|Assignment}} | ||
* Reading Material: {{:didattica:magistrale:kebi:ay_1516:ke-7-paper_decisiontree.pdf|Decision Tree Learning}} | * Reading Material: {{:didattica:magistrale:kebi:ay_1516:ke-7-paper_decisiontree.pdf|Decision Tree Learning}} | ||
+ | |||
+ | * Lecture "Business Intelligence and Data Warehouse" | ||
+ | * Slides: {{:didattica:magistrale:kebi:ay_1516:ke-8-business_intelligence_dwh.pdf|Business Intelligence and Data Warehouse}} | ||
+ | |||
+ | * Lecture "Data Use and Data Analysis" | ||
+ | * Slides: {{:didattica:magistrale:kebi:ay_1516:ke-9-bi_reporting.pdf|Reporting and Dashboards}} | ||
+ | * Slides: {{:didattica:magistrale:kebi:ay_1516:ke-10-bi_olap.pdf|OLAP}} | ||
+ | |||
+ | * Lecture "Case-based Reasoning" | ||
+ | * Slides: {{:didattica:magistrale:kebi:ay_1516:ke-11-cbr.pdf|Case-based Reasoning}} | ||
+ | |||
</WRAP> | </WRAP> | ||
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* The {{:didattica:magistrale:kebi:ay_1516:assignment.pdf|Course Assignemnt}} | * The {{:didattica:magistrale:kebi:ay_1516:assignment.pdf|Course Assignemnt}} | ||
* The {{:didattica:magistrale:kebi:ay_1516:assignment_learning.arff.zip|Data}} | * The {{:didattica:magistrale:kebi:ay_1516:assignment_learning.arff.zip|Data}} | ||
+ | * {{:didattica:magistrale:kebi:ay_1516:weka_introduction.pdf|WEKA Introduction}} | ||
</WRAP> | </WRAP> | ||
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**Exam Dates A.Y. 2015/2016** | **Exam Dates A.Y. 2015/2016** | ||
- | * Winter session dates here | + | * We., 11.05.2016, 14:00 - 15:00, <wrap em>**room Kahn**</wrap> |
- | * Summer session dates here | + | * Th., 16.06.2016, 14:00 - 15:00 |
- | * Autumn session dates here | + | * Th., 07.07.2016, 14:00 - 15:00 |
- | * Winter session dates here (2016) | + | * Th., 28.07.2016, 14:00 - 15:00 |
+ | * We., 26.10.2016, 15:00 - 16:00 | ||
+ | * Jan/Feb | ||
**Exam rules**: | **Exam rules**: | ||
you need to pass the | you need to pass the | ||
- | * written exam | + | * written exam (counts 70% for the grade) |
- | * course assignment | + | * course assignment (counts 30% for the grade) |
- | ** Exam Results ** | ||
- | * N/A | ||
</WRAP> | </WRAP> |