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Folksonomies are Web 2.0 platforms where users share resources with each other. Furthermore, they can assign keywords (called tags) to the resources for categorizing and organizing the resources. Numerous types of resources like websites (Delicious), images (Flickr), and videos (YouTube) are supported by different folksonomies. The folksonomies are easy to use and thus attract the attention of millions of users. Together with the ease they offer, there are also some problems. This thesis addresses different problems of folksonomies and proposes solutions for these problems. The first problem occurs when users search for relevant resources in folksonomies. Often, the users are not able to find all relevant resources because they don't know which tags are relevant. The second problem is assigning tags to resources. Although many folksonomies (like Delicious) recommend tags for the resources, other folksonomies (like Flickr) do not recommend any tags. Tag recommendation helps the users to easily tag their resources. The third problem is that tags and resources are lacking semantics. This leads for example to ambiguous tags. The tags are lacking semantics because they are freely chosen keywords. The automatic identification of the semantics of tags and resources helps in reducing problems that arise from this freedom of the users in choosing the tags. This thesis proposes methods which exploit semantics to address the problems of search, tag recommendation, and the identification of tag semantics. The semantics are discovered from a variety of sources. In this thesis, we exploit web search engines, online social communities and the co-occurrences of tags as sources of semantics. Using different sources for discovering semantics reduces the efforts to build systems which solve the problems mentioned earlier. This thesis evaluates the proposed methods on a large scale data set. The evaluation results suggest that it is possible to exploit the semantics for improving search, recommendation of tags, and automatic identification of the semantics of tags and resources.
Studies have shown that wastewater treatment plant (WWTP) effluents are the major pathways of organic and inorganic chemicals of anthropogenic use (=micropollutants) into aquatic environments. There, micropollutants can be transferred to ground water bodies - and may finally end up in drinking water - or cause various effects in aquatic organisms like multiple resistances of bacteria. Hence, the upgrading of WWTPs with the aim to reduce the load of those micropollutants is currently under discussion.
Therefore, the primary objective of this thesis was to assess ecotoxicological effects of wastewater ozonation, a tertiary treatment method, using specifically developed toxicity tests with Gammarus fossarum (Koch) at various levels of ecological complexity. Several studies were designed in the laboratory and under semi-field conditions to cope with this primary objective. Prior to the investigations with ozone treated wastewater, the ecotoxicity of secondary treated (=non-ozone treated) wastewater from WWTP Wüeri, Switzerland, for the test species was assessed by a four-week experiment. This experiment displayed statistically significant impairments in feeding, assimilation and physiological endpoints related to population development and reproduction. The first experiment investigating ecotoxicological implications of ozone application in wastewater from the same WWTP displayed a preference of G. fossarum for leaf discs conditioned in ozone treated wastewater when offered together with leaf discs conditioned in non-ozone treated wastewater. This effect seems to be mainly driven by an alteration in the leaf associated microbial community. Another series of laboratory experiments conducted also with wastewater from WWTP Wüeri treated with ozone at the lab- or full-scale, revealed significantly increased feeding rates of G. fossarum exposed to ozone treated wastewater compared to non-ozone treated wastewater. These laboratory experiments also indicated that any alteration in the organic matrix potentially caused by ozone treatment is not related to the effects in feeding as this endpoint showed only negligible deviation in secondary treated wastewater, which contained hardly any (micro)pollutants (i.e. pharmaceuticals), from the same wastewater additionally treated with ozone. Moreover, it was shown that shifts in the dissolved organic carbon (DOC) profile do not affect the feeding rate of gammarids. In situ bioassays conducted in the receiving stream of the WWTP Wüeri confirmed the results of the laboratory experiments by displaying significantly reduced feeding rates of G. fossarum exposed below the WWTP effluent if non-ozone treated wastewater was released. However, at the time the ozonation was operating, no adverse effects in feeding rates were observed below the effluent compared to the unaffected upstream sites. Also population studies in on-site flow-through stream microcosms displayed an increased feeding and a statistically significantly higher population size after ten weeks when exposed to ozone treated wastewater compared to non-ozone treated wastewater.
In conclusion, the present thesis documents that ozonation might be a suitable tool to reduce both the load of micropollutants as well as the ecotoxicity of wastewaters. Thus, this technology may help to meet the requirements of the Water Framework Directive also under predicted climate change scenarios, which may lead to elevated proportions of wastewater in the receiving stream during summer discharge. However, as ozone application may also produce by-products with a higher toxicity than their parent compounds, the implementation of this technique should be assessed further both via chemical analysis and ecotoxicological bioassays.
Bislang mangelt es an Forschung zur Führung durch Selbstführung, ein laut Manz und Sims (2007) für die modernen Arbeitsbedingungen des 21. Jahrhunderts adäquater Führungsansatz. Zudem findet dieses Führungsverhalten in der Praxis bisher noch wenig Verbreitung (vgl. Butzmann, 2008; Jilg, 2010). Dies verdeutlicht, dass ein erheblicher Bedarf an Förderung und Training von Führung durch Selbstführung besteht. In diesem Zusammenhang wären zum einen Kenntnisse darüber von Vorteil, welche Eigenschaften und Kompetenzen für den Erwerb dieses Führungsverhalten prädisponieren. Zum anderen wäre eine empirische Fundierung der Erfolgsrelevanz von Führung durch Selbstführung interessant.
Anliegen vorliegender Arbeit ist, hierzu einen Beitrag zu leisten. Auf eignungsspezifischer Seite wurden das unternehmerische Eignungspotential sowie die individuelle Selbstführungskompetenz untersucht. Auf erfolgsspezifischer Seite wurde Führung durch Selbstführung sowohl mit dem objektiven Unternehmenserfolg als auch mit der Arbeitszufriedenheit und dem Wohlbefinden, als Indikatoren des subjektiven Unternehmenserfolgs, in Beziehung gesetzt. Die Untersuchung erfolgte an einer Stichprobe von N = 102 beruflich selbstständige Personen. Aufgrund der sehr homogenen Stichprobenzusammensetzung in Bezug auf das unternehmerische Eignungspotential sowie einer eingeschränkten Messqualität einer der Skalen zur Erfassung von Führung durch Selbstführung konnten einige der aufgestellten Hypothesen nicht bestätigt werden. Ein explorativ getestetes Modell, aus welchem diese kritischen Skalen bzw. Variablen entfernt wurden, weist allerdings einen sehr guten ModellFit auf und bestätigt weitestgehend die postulierten Zusammenhänge zwischen der individuellen Selbstführungskompetenz, Führung durch Selbstführung sowie den subjektiven und objektiven Erfolgsindikatoren. Zu beachten ist, dass dieses Modell aufgrund seines explorativen Charakters erst nach seiner erfolgreichen Replizierung als bestätigt angesehen werden darf, wobei die gefundenen Ergebnisse zu weiterführenden Untersuchungen im Bereich der Führung-durch-Selbstführungsforschung ermutigen.
Die vorliegende Arbeit gliedert sich im Wesentlichen in vier Bereiche. Sie gibt einen Überblick über die aktuellen Entwicklungen einer Pädagogik für Menschen mit Förderbedarf im Bereich ihrer geistigen Entwicklung und versucht eine Fokussierung von paradigmatischen Entwicklungen hin zu einer inklusiven Bildung mit dem Anspruch einer angemessenen Qualitätssicherung des Bildungsangebotes. Nach der Einleitung und einer allgemeinen theoretischen Verortung der Fragestellung werden im zweiten Kapitel begrifflichen Grundlagen gelegt sowie das Konzept einer inklusiven Bildung und der selbstbestimmten Teilhabe an allen gesellschaftlichen Prozessen einschließlich des theoretischen Modells des Empowerments hergeleitet. Das dritte Kapitel befasst sich mit aktuellen Aspekten curricularer Entwicklungen für Schüler mit Förderbedarf im Bereich ihrer geistigen Entwicklung einschließlich der Diskussion von möglichen input-orientierten Bildungsstandards in der Sonderpädagogik. Im vierten Kapitel werden Grundlagen der Organisationsentwicklung und des Qualitätsmanagements für Förderzentren erläutert sowie Evaluationsmöglichkeiten dargestellt und für die unmittelbare Praxisanwendung realisiert.
Recent EU-frameworks enforce the implementation of risk mitigation measures for nonpoint-source pesticide pollution in surface waters. Vegetated surface flow treatments systems (VTS) can be a way to mitigate risk of adverse effects in the aquatic ecosystems following unavoidable pollution after rainfall-related runoff events. Studies in experimental wetland cells and vegetated ditch mesocosms with common fungicides, herbicides and insecticides were performed to assess efficiency of VTS. Comprehensive monitoring of fungicide exposure after rainfall-related runoff events and reduction of pesticide concentrations within partially optimised VTS was performed from 2006-2009 at five vegetated detention ponds and two vegetated ditches in the wine growing region of the Southern Palatinate (SW-Germany).
Influence of plant density, size related parameters and pesticide properties in the performance of the experimental devices, and the monitored systems were the focus of the analysis. A spatial tool for prediction of pesticide pollution of surface waters after rainfall-related runoff events was programmed in a geographic information system (GIS). A sophisticated and high resolution database on European scale was built for simulation. With the results of the experiments, the monitoring campaign and further results of the EU-Life Project ArtWET mitigation measures were implemented in a georeferenced spatial decision support system. The database for the GIS tools was built with open data. The REXTOX (ratio of exposure to toxicity) Risk Indicator, which was proposed by the OECD (Organisation for Economic Co-operation and Development), was extended, and used for modeling the risk of rainfall-related runoff exposure to pesticides, for all agricultural waterbodies on European scale. Results show good performance of VTS. The vegetated ditches and wetland cells of the experimental systems showed a very high reduction of more than 90% of pesticide concentrations and potential adverse effects. Vegetated ditches and wetland cells performed significantly better than devices without vegetation. Plant density and sorptivity of the pesticide were the variables with the highest explanatory power regarding the response variable reduction of concentrations. In the experimental vegetated ditches 65% of the reduction of peak concentrations was explained with plant density and KOC. The monitoring campaign showed that concentrations of the fungicides and potential adverse effects of the mixtures were reduced significantly within vegetated ditches (Median 56%) and detention ponds (Median 38%) systems. Regression analysis with data from the monitoring campaign identified plant density and size related properties as explanatory variables for mitigation efficiency (DP: R²=0.57, p<0.001; VD:
R²=0.19, p<0.001). Results of risk model runs are the input for the second tool, simulating three risk mitigation measures. VTS as risk mitigation measures are implemented using the results for plant density and size related performance of the experimental and monitoring studies, supported by additional data from the ArtWET project. Based on the risk tool, simulations can be performed for single crops, selected regions, different pesticide compounds and rainfall events. Costs for implementation of the mitigation measures are estimated. Experiments and monitoring, with focus on the whole range of pesticides, provide novel information on VTS for pesticide pollution. The monitoring campaign also shows that fungicide pollution may affect surface waters. Tools developed for this study are easy to use and are not only a good base for further spatial analysis but are also useful as decision support of the non-scientific community. On a large scale, the tools on the one hand can help to compute external costs of pesticide use with simulation of mitigation costs on three levels, on the other hand feasible measures mitigating or remediating the effects of nonpoint-source pollution can be identified for implementation. Further study of risk of adverse effects caused by fungicide pollution and long-time performance of optimised VTS is needed.
Non-Contact anterior cruciate ligament (ACL) injuries are a major problem in modern football (soccer). The stud design of the football shoes is suspected to be one important risk factor for ACL injuries.
The aim of this thesis was therefore to investigate whether or not the football shoe stud design corresponds to the loads occurring in the ACL. As direct measurements as well as subject tests (ethical reasons) are not possible, mechanical tests of the shoe-surface interaction are the only way to answer the research question. Hereby the realistic loading of the football shoes during the experimental tests is of major importance in order to get reliable and meaningful measurement results.
Therefore the kinematics and ground reaction forces of real ACL injury situations were determined by means of the Poser method and the resulting joint moments were calculated via computer simulation using an inverse dynamics approach. The results of the Poser analysis and the computer simulation were the basic condition for the experimental setup comparing four different stud designs using a novel pneumatic driven test device called TrakTester.
The measurement data showed significant differences of the measured forces and torques between the different stud designs. In order to estimate the influence of the stud design on the loading of the ACL risk potentials were derived from the measurement data for each loading scenario considering also medical and biomechanical knowledge. These risk potentials lead to the conclusion that the stud design influences the loading of the ACL. But they depend substantially on the specific boundary conditions and the loading scenario. This thesis basically contradicts the assumption that the use of football shoes with bladed studs causes a higher risk for the ACL compared to shoes with conventional round studs. In summary the new method developed during this thesis enables in combination with the TrakTester a considerably more realistic investigation of the shoe-surface interaction than approaches used up to now. Beside their role as boundary conditions for the experimental setup the results of the Poser analysis and the computer simulation provide furthermore a lot of biomechanical perceptions regarding the injury mechanism of non-contact ACL-injuries.
Das Integrationspotenzial des Sports am speziellen Beispiel des Rollstuhlbasketball von Simone Janda "Integration ist eine ständige Aufgabe. Insofern kann es kein Ziel im Sinne eines Ergebnisses geben. Vielmehr geht es darum, Prozesse, die zu einer erfolgreichen Integration führen, immer besser zu verstehen, sie weiterzuentwickeln und sie vor allem an die sich ständig verändernden Rahmenbedingungen anzupassen" (DOSB 2009: 5).
Trotz traditioneller Zuschreibung sozial-integrativer Funktionen an sportliche Aktivität gibt es sowohl erhebliche empirische als auch theoretische Defizite (vgl. Hoffmann 2002), die in der vorliegenden Arbeit behandelt werden. In einer differenzierten Analyse werden verschiedene Integrationsaspekte und die Rahmenbedingungen integrativer sportlicher Aktivität berücksichtigt.
Da dem Sport eine besondere integrierende Funktion zugeschrieben wird und diese sozialen Prozesse vor allem in Gruppen stattfinden, soll in dieser Arbeit das Potenzial einer Mannschaftssportart untersucht werden, die für Menschen mit und ohne Behinderung gleichermaßen zugänglich ist " der Rollstuhlbasketball. Neben der körperlichen Belastung kommen hier in besonderem Maße soziale Faktoren hinzu, die das Gemeinschaftsgefühl im Mannschaftsverbund stärken und Individuen in ein soziales Gefüge integrieren können.
Aus der geschilderten Problematik ergibt sich folgende übergeordnete Fragestellung für die Untersuchung: Was macht das Integrationspotenzial einer Sportart (am Beispiel des Rollstuhlbasketballs) aus? Es stellt sich die Frage, welche Faktoren eine Sportart erfüllen muss, um integrativ ausgeführt werden zu können bzw. welche Schwierigkeiten und Hürden dabei überwunden werden müssen, um behinderten und nichtbehinderten Menschen gleichermaßen gerecht zu werden und deren speziellen Bedürfnisse zu befriedigen. In dieser Studie erfolgt die Datenerhebung durch die Kombination von qualitativer (Interviews) und quantitativer (Fragebogen) Forschungsmethoden. Diese Verknüpfung verschiedener Forschungsmethoden ermöglicht es, dass Messungen aus unterschiedlichen Blickwinkeln und individuelle Betrachtungsweisen möglichst vollständig erfasst werden können. Der Nutzen für die Wissenschaft liegt darin, eine aktuelle Situationsanalyse in Form eines Modells zu erstellen, um die Rahmenbedingungen, die ständigen Veränderungen unterliegen, weiterzuentwickeln und zu verbessern, um Menschen mit Behinderung ein maximal inklusives Sportangebot bieten zu können.
This dissertation investigates the emergence of dialects in a model of a multi-agent simulation based on neural networks that is developed within this thesis. First the linguistic foundation of language is illustrated. Besides discussing some important definitions of language, this is achieved by giving a summary of the evolutionary steps in language evolution followed by an overview of the elements of human modern languages including the ways of language change. Subsequently some examples of socially learned animals" communicative behaviour and its formations of dialects are shown.
In the following the computational and mathematical basis are to be explained. Besides the expressions model and simulation, these comprehend the setup of multi-agent simulations and the functionality of artificial neural networks. Based on the abovementioned basics the model of this dissertation is derived and described in a detailed way. Results drawn out of several hundreds of simulation runs are explicated thereafter. Each destructive factor defined in the model is examined separately and its domain is divided into intervals with different effects on the outcome of the simulation.
Furthermore, existing interdependences between the single factors and the process of language merging after a prior dialect divide are shown. Results and outlook are followed by specification, draft, architecture, a detailed illustration of the implementation and a user guide of the tool named DiaLex. DiaLex is a java based tool providing users the opportunity to simulate and analyse the influence of different destructive factors on dialect formation within a commonly used language of one or multiple communities of agents.
Despite their importance to the permanent success of service firms, the construct of perceived customer discrimination and its impact on the customer so far has received relatively little attention in business and management research. Existing studies, mostly social science studies from the United States, show the existence of discrimination in different service contexts. Nevertheless, the existing literature shows some gaps that require further research. So far primarily qualitative and case-based studies about customer discrimination exist which hinder the generalization of the findings. Moreover, although such studies give insight into the origin and the perception of discrimination from the customers" perspective, they provide no useful means to the management of service firms to verify the existence of discrimination in the customer contact of their own company. A research gap exists mainly with regard to the measurement of perceived customer discrimination and the investigation of its consequences. The aim of this thesis is to develop and validate a multi-item scale for measuring perceived customer discrimination. Firstly, this thesis develops a literature-based understanding of perceived customer discrimination, assuming a three-dimensional conceptualization of the construct. Based upon this three-dimensional conceptualization in a first study, an instrument for measuring perceived customer discrimination with the dimensions "overt discrimination", "discriminatory level of service" and "subtle discrimination" is being developed using qualitative and quantitative methods. Based on this three-dimensional conceptualization of perceived customer discrimination hypotheses are formulated and empirically tested supporting the nomological validity of the scale (study 1). Subsequently, the predictive validity of the scale is examined with a further sample and a known groups validity is conducted (study 2). To reconfirm the three-dimensionality and the nomological validity of the scale, dyads of service employees and customers are being surveyed in a further study via a questionnaire (study 3). Managerial and research-related implications of the results are discussed.
In this thesis, I study the spectral characteristics of large dynamic networks and formulate the spectral evolution model. The spectral evolution model applies to networks that evolve over time, and describes their spectral decompositions such as the eigenvalue and singular value decomposition. The spectral evolution model states that over time, the eigenvalues of a network change while its eigenvectors stay approximately constant.
I validate the spectral evolution model empirically on over a hundred network datasets, and theoretically by showing that it generalizes arncertain number of known link prediction functions, including graph kernels, path counting methods, rank reduction and triangle closing. The collection of datasets I use contains 118 distinct network datasets. One dataset, the signed social network of the Slashdot Zoo, was specifically extracted during work on this thesis. I also show that the spectral evolution model can be understood as a generalization of the preferential attachment model, if we consider growth in latent dimensions of a network individually. As applications of the spectral evolution model, I introduce two new link prediction algorithms that can be used for recommender systems, search engines, collaborative filtering, rating prediction, link sign prediction and more.
The first link prediction algorithm reduces to a one-dimensional curve fitting problem from which a spectral transformation is learned. The second method uses extrapolation of eigenvalues to predict future eigenvalues. As special cases, I show that the spectral evolution model applies to directed, undirected, weighted, unweighted, signed and bipartite networks. For signed graphs, I introduce new applications of the Laplacian matrix for graph drawing, spectral clustering, and describe new Laplacian graph kernels. I also define the algebraic conflict, a measure of the conflict present in a signed graph based on the signed graph Laplacian. I describe the problem of link sign prediction spectrally, and introduce the signed resistance distance. For bipartite and directed graphs, I introduce the hyperbolic sine and odd Neumann kernels, which generalize the exponential and Neumann kernels for undirected unipartite graphs. I show that the problem of directed and bipartite link prediction are related by the fact that both can be solved by considering spectral evolution in the singular value decomposition.