TY - THES A1 - Yang, Haojin T1 - Automatic video indexing and retrieval using video ocr technology Y1 - 2013 CY - Potsdam ER - TY - JOUR A1 - van Hooland, Seth A1 - Verborgh, Ruben A1 - De Wilde, Max A1 - Hercher, Johannes A1 - Mannens, Erik A1 - Van de Walle, Rik T1 - Evaluating the success of vocabulary reconciliation for cultural heritage collections JF - Journal of the American Society for Information Science and Technology N2 - The concept of Linked Data has made its entrance in the cultural heritage sector due to its potential use for the integration of heterogeneous collections and deriving additional value out of existing metadata. However, practitioners and researchers alike need a better understanding of what outcome they can reasonably expect of the reconciliation process between their local metadata and established controlled vocabularies which are already a part of the Linked Data cloud. This paper offers an in-depth analysis of how a locally developed vocabulary can be successfully reconciled with the Library of Congress Subject Headings (LCSH) and the Arts and Architecture Thesaurus (AAT) through the help of a general-purpose tool for interactive data transformation (OpenRefine). Issues negatively affecting the reconciliation process are identified and solutions are proposed in order to derive maximum value from existing metadata and controlled vocabularies in an automated manner. KW - semantic web KW - metadata KW - controlled vocabularies Y1 - 2013 U6 - https://doi.org/10.1002/asi.22763 SN - 1532-2882 VL - 64 IS - 3 SP - 464 EP - 479 PB - Wiley-Blackwell CY - Hoboken ER - TY - JOUR A1 - Steinert, Bastian A1 - Cassou, Damien A1 - Hirschfeld, Robert T1 - CoExist overcoming aversion to change preserving immediate access to source code and run-time information of previous development states JF - ACM SIGPLAN notices N2 - Programmers make many changes to the program to eventually find a good solution for a given task. In this course of change, every intermediate development state can of value, when, for example, a promising ideas suddenly turn out inappropriate or the interplay of objects turns out more complex than initially expected before making changes. Programmers would benefit from tool support that provides immediate access to source code and run-time of previous development states of interest. We present IDE extensions, implemented for Squeak/Smalltalk, to preserve, retrieve, and work with this information. With such tool support, programmers can work without worries because they can rely on tools that help them with whatever their explorations will reveal. They no longer have to follow certain best practices only to avoid undesired consequences of changing code. KW - Design KW - Experimentation KW - Human Factors KW - Continuous Testing KW - Continuous Versioning KW - Debugging KW - Evolution KW - Explore-first Programming KW - Fault Localization KW - Prototyping Y1 - 2013 U6 - https://doi.org/10.1145/2480360.2384591 SN - 0362-1340 VL - 48 IS - 2 SP - 107 EP - 117 PB - Association for Computing Machinery CY - New York ER - TY - THES A1 - Schaffner, Jan T1 - Multi tenancy for cloud-based in-memory column databases : workload management and data placement Y1 - 2013 CY - Potsdam ER - TY - JOUR A1 - Sawade, Christoph A1 - Bickel, Steffen A1 - von Oertzen, Timo A1 - Scheffer, Tobias A1 - Landwehr, Niels T1 - Active evaluation of ranking functions based on graded relevance JF - Machine learning N2 - Evaluating the quality of ranking functions is a core task in web search and other information retrieval domains. Because query distributions and item relevance change over time, ranking models often cannot be evaluated accurately on held-out training data. Instead, considerable effort is spent on manually labeling the relevance of query results for test queries in order to track ranking performance. We address the problem of estimating ranking performance as accurately as possible on a fixed labeling budget. Estimates are based on a set of most informative test queries selected by an active sampling distribution. Query labeling costs depend on the number of result items as well as item-specific attributes such as document length. We derive cost-optimal sampling distributions for the commonly used performance measures Discounted Cumulative Gain and Expected Reciprocal Rank. Experiments on web search engine data illustrate significant reductions in labeling costs. KW - Information retrieval KW - Ranking KW - Active evaluation Y1 - 2013 U6 - https://doi.org/10.1007/s10994-013-5372-5 SN - 0885-6125 VL - 92 IS - 1 SP - 41 EP - 64 PB - Springer CY - Dordrecht ER - TY - JOUR A1 - Richter, Rico A1 - Kyprianidis, Jan Eric A1 - Döllner, Jürgen Roland Friedrich T1 - Out-of-core GPU-based change detection in massive 3D point clouds JF - Transactions in GIS N2 - If sites, cities, and landscapes are captured at different points in time using technology such as LiDAR, large collections of 3D point clouds result. Their efficient storage, processing, analysis, and presentation constitute a challenging task because of limited computation, memory, and time resources. In this work, we present an approach to detect changes in massive 3D point clouds based on an out-of-core spatial data structure that is designed to store data acquired at different points in time and to efficiently attribute 3D points with distance information. Based on this data structure, we present and evaluate different processing schemes optimized for performing the calculation on the CPU and GPU. In addition, we present a point-based rendering technique adapted for attributed 3D point clouds, to enable effective out-of-core real-time visualization of the computation results. Our approach enables conclusions to be drawn about temporal changes in large highly accurate 3D geodata sets of a captured area at reasonable preprocessing and rendering times. We evaluate our approach with two data sets from different points in time for the urban area of a city, describe its characteristics, and report on applications. Y1 - 2013 U6 - https://doi.org/10.1111/j.1467-9671.2012.01362.x SN - 1361-1682 VL - 17 IS - 5 SP - 724 EP - 741 PB - Wiley-Blackwell CY - Hoboken ER - TY - THES A1 - Phusanga, Dara T1 - Derived algebraic systems Y1 - 2013 CY - Potsdam ER - TY - THES A1 - Neumann, Stefan T1 - Modular timing analysis of component-based real-time embedded systems Y1 - 2013 CY - Potsdam ER - TY - JOUR A1 - Montavon, Gregoire A1 - Braun, Mikio L. A1 - Krüger, Tammo A1 - Müller, Klaus-Robert T1 - Analyzing local structure in Kernel-Based learning JF - IEEE signal processing magazine Y1 - 2013 U6 - https://doi.org/10.1109/MSP.2013.2249294 SN - 1053-5888 VL - 30 IS - 4 SP - 62 EP - 74 PB - Inst. of Electr. and Electronics Engineers CY - Piscataway ER - TY - INPR A1 - Margaria, Tiziana A1 - Hinchey, Mike T1 - Simplicity in IT - the power of less T2 - Computer : innovative technology for computer professionals N2 - Simplicity is a mindset, a way of looking at solutions, an extremely wide-ranging philosophical stance on the world, and thus a deeply rooted cultural paradigm. The culture of "less" can be profoundly disruptive, cutting out existing "standard" elements from products and business models, thereby revolutionizing entire markets. Y1 - 2013 U6 - https://doi.org/10.1109/MC.2013.397 SN - 0018-9162 SN - 1558-0814 VL - 46 IS - 11 SP - 23 EP - 25 PB - Inst. of Electr. and Electronics Engineers CY - Los Alamitos ER -