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Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure ...
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00 Information Service Engineering - course intro

Information Service Engineering lecture No. 0
AIFB / KIT Karlsruhe
Summer Semester 2017

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00 Information Service Engineering - course intro

  1. 1. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering Overview and Administration Prof. Dr. Harald Sack FIZ Karlsruhe - Leibniz Institute for Information Infrastructure AIFB - Karlsruhe Institute of Technology Summer Semester 2017 This file is licensed under the Creative Commons Attribution-NonCommercial 3.0 (CC BY-NC 3.0)
  2. 2. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering Prof. Dr. Harald Sack ● Professor of Information Service Engineering FIZ Karlsruhe, Leibniz Institute for Information Infrastructure & AIFB, Karlsruhe Institute of Technology (KIT) & Hasso Plattner Institute for IT Systems Engineering (HPI) ● Office hours: Wednesday, 11.15 - 12.15, Building 5.20, 3A-26.2 ● Homepage FIZ Homepage AIFB Homepage HPI Twitter: lysander07 harald.sack@kit.edu
  3. 3. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering Lab Course Teaching Assistants ● M. Sc. Rima Türker FIZ Karlsruhe, Leibniz Institute for Information Infrastructure & AIFB, Karlsruhe Institute of Technology (KIT) rima.tuerker@kit.edu ● M. Sc. Farshad B. Moghaddam FIZ Karlsruhe, Leibniz Institute for Information Infrastructure & AIFB, Karlsruhe Institute of Technology (KIT) farshad.bakhshandegan-moghaddam@kit.edu
  4. 4. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering Lecture, Lab Course, and Exam ● Lecture: ○ Wednesday, 9:45 - 11.15 ○ Room 1C-03 ○ 2 SWS ● Lab Course: ○ Monday, 15.45 - 17:15 ○ Room 1C-04 ○ 1 SWS, every other week, starting on May 8, 2017 ● Final Examination: ○ Written examination (> 15 students) ○ Oral examination (otherwise) ● Credits: 5 ECTS points
  5. 5. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering ILLIAS - Course Management https://ilias.studium.kit.edu/
  6. 6. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering Lecture Overview 1. Information, Natural Language and the Web 2. Natural Language Processing 3. Linked Data Engineering 4. Information Retrieval 5. Knowledge Mining 6. Exploratory Search and Recommender Systems
  7. 7. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering 1. Information, Natural Language and the Web ● How to get Information (from the Web)? ● Communication, Language, and Understanding ● How to measure Information? ● The ever-growing Web of Information ● Search Engines on the Web ● Deficiencies of the traditional Web ● The Meaning of Information Lecture 01 - 26.04.2017
  8. 8. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering 2. Natural Language Processing ● NLP and Basic Linguistic Knowledge ● NLP Applications ● NLP Techniques ● NLP Challenges ● Evaluation, Precision and Recall ● Regular Expressions and Automata ● Tokenization ● Language Model and N-Grams ● Part-of-Speech Tagging Lecture 02 - 03.05.2017 Lecture 03 - 10.05.2017 Lecture 04 - 15.05.2017 In this week, lecture and lab course dates have to be exchanged, i.e. Lecture on Monday, 15.05.2017
  9. 9. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering 3. Linked Data Engineering ● Knowledge Representations and Ontologies ● What’s in an URI? ● Resource Description Framework (RDF) as simple Data Model ● Creating new Models with RDFS ● Querying RDF(S) with SPARQL ● More Expressivity with Web Ontology Language (OWL) ● The Web of Data ● Vocabularies and Ontologies in the Web of Data ● Wikipedia, DBpedia, and Wikidata ● Linked Data Programming Lecture 05 - 24.05.2017 31.05.2017 - cancelled Lecture 06 - 07.06.2017 Lecture 07 - 14.06.2017 Lecture 08 - 21.06.2017
  10. 10. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering 4. Information Retrieval ● Information Retrieval Models ● Retrieval Evaluation ● Web Information Retrieval ● Document Crawling, Text Processing, and Indexing ● Query Processing and Result Representation ● Question Answering Lecture 09 - 28.06.2017
  11. 11. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering 5. Knowledge Mining ● From Data to Knowledge ● Data Mining ● Machine Learning Basics ● Mining Knowledge from Wikipedia ● Named Entity Resolution Lecture 10 - 05.07.2017 Lecture 11 - 12.07.2017
  12. 12. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering 6. Exploratory Search and Recommender Systems ● Semantic Search and Entity Centric Search ● Collaborative Filtering and Content Based Recommendations ● From Search to Intelligent Browsing ● Linked Data Based Exploratory Search ● Fact Ranking Lecture 12 - 19.07.2017 Lecture 13 - 26.07.2017
  13. 13. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering Lecture Overview 1. Information, Natural Language and the Web 2. Natural Language Processing 3. Linked Data Engineering 4. Information Retrieval 5. Knowledge Mining 6. Exploratory Search and Recommender Systems
  14. 14. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology Information Service Engineering Bibliography ● Natural Language Processing: D. Jurafsky, J.H. Martin, Speech and Language Processing, 2nd ed. Pearson Int., 2009. ● Linked Data Engineering: S. Hitzler, S. Rudolph, Foundations of Semantic Web Technologies, Chapman / Hall, 2009. ● Information Retrieval: R. Baeza-Yates, B. Ribeiro-Neto, Modern Information Retrieval, 2nd ed., Addison Wesley, 2010.
  15. 15. Information Service Engineering , Prof. Dr. Harald Sack, FIZ Karlsruhe - Leibniz Institute for Information Infrastructure & AIFB - Karlsruhe Institute of Technology To be continued (Winter Semester 2017/18) Information Service Engineering Programming Course - Programmierpraktikum

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