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Contains selected papers presented during the 29th Annual Conference of the Gesellschaft fur Klassifikation (GfKl), the German Classification Society. In addition to papers on the traditional subjects Classification, Clustering, and Data Analysis, this book includes many papers on a wide range of topics with a strong relation to Computer Science.

Statistics --- Classification --- Information storage and retrieval systems --- Culture --- Library science. --- Statistics. --- Economic theory. --- Cultural and Media Studies. --- Library Science. --- Statistics, general. --- Statistics for Business/Economics/Mathematical Finance/Insurance. --- Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. --- Statistics for Life Sciences, Medicine, Health Sciences. --- Economic Theory/Quantitative Economics/Mathematical Methods. --- Study and teaching. --- Statistics for Business, Management, Economics, Finance, Insurance. --- Economic theory --- Political economy --- Social sciences --- Economic man --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Librarianship --- Library economy --- Bibliography --- Documentation --- Information science --- Statistics .

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Mathematical logic --- Complex analysis --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- complexe analyse (wiskunde) --- machine learning --- database management --- wiskunde --- logica --- robots

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After the advent of data mining and its successful application on conventional data, Web-related information has been an appropriate and increasingly popular target of knowledge discovery. Depending on whether the data used in the knowledge discovery process concerns the Web itself in terms of content or the usage of the content, one distinguishes between Web content mining and Web usage mining. This book is the first one entirely devoted to Web usage mining. It originates from the WEBKDD'99 Workshop held during the 1999 KDD Conference. The ten revised full papers presented together with an introductory survey by the volume editors documents the state of the art in this exciting new area. The book presents topical sections on Modeling the User, Discovering Rules and Patterns of Navigation, and Measuring interestingness in Web Usage Mining.

Web usage mining --- Internet users --- Library & Information Science --- Computer Science --- Engineering & Applied Sciences --- Social Sciences --- Web usage mining. --- Internet users. --- Web users --- World Wide Web users --- Analysis, Web usage --- Analytics, Web --- Mining, Web usage --- Web analytics --- Web usage analysis --- Computer science. --- Data structures (Computer science). --- User interfaces (Computer systems). --- Artificial intelligence. --- Computers and civilization. --- Computer Science. --- Data Structures, Cryptology and Information Theory. --- Artificial Intelligence (incl. Robotics). --- Popular Computer Science. --- Information Systems Applications (incl. Internet). --- User Interfaces and Human Computer Interaction. --- Computers and Society. --- Civilization and computers --- Civilization --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- File organization (Computer science) --- Abstract data types (Computer science) --- Informatics --- Science --- Computer users --- Personal Internet use in the workplace --- Data mining --- Data structures (Computer scienc. --- Data Structures and Information Theory. --- Artificial Intelligence. --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software

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The two premier annual European conferences in the areas of Machine Learning andDataMininghavebeencollocatedeversincethejointconferenceinFreiburg, Germany,2001.The European Conference on Machine Learning wasestablished 20 years ago, when the ?rst European Working Session on Learning was held in Orsay, France, in 1986. The conference is growing, and is more lively than ever. The European Conference on Principles and Practice of Knowledge Discovery in Databasescelebrateditstenth anniversary;the ?rstPKDD tookplacein1997in Trondheim, Norway. Over the years, the ECML/PKDD series has evolved into one of the largest and most selective international conferences in these areas, the only one that provides a common forum for the two closely related ?elds. In 2006, the 6th collocated ECML/PKDD took place during September 18-22, when the Humboldt-Universität zu Berlin hosted the 17th European Conference on Machine Learning (ECML) and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD). The successful model of a hierarchical reviewing process that was introduced last year for the ECML/PKDD 2005 in Porto was taken over in 2006. We have nominated 32 Area Chairs, each of them responsible for several closely related research topics. Suitable areas were selected on the basis of the submission s- tistics for ECML/PKDD 2005 to ensure a proper load balance among the area chairs. For the ?rst time, a joint Program Committee was nominated for the two conferences, consisting of 280 renowned researchers,mostly proposed by the AreaChairs.This jointPC,the largestofthe seriestodate,allowedusto exploit synergies and deal competently with topic overlaps between ECML and PKDD.

Mathematical logic --- Complex analysis --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- complexe analyse (wiskunde) --- machine learning --- database management --- wiskunde --- logica --- robots

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Statistical science --- Operational research. Game theory --- Mathematical statistics --- Statistical physics --- Engineering sciences. Technology --- Business economics --- patroonherkenning --- statistische kwaliteitscontrole --- factoranalyse --- industriële statistieken --- statistiek --- speltheorie --- econometrie