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Web applications that are based on user-generated content are often criticized for containing low-quality information; a popular example is the online encyclopedia Wikipedia. The major points of criticism pertain to the accuracy, neutrality, and reliability of information. The identification of low-quality information is an important task since for a huge number of people around the world it has become a habit to first visit Wikipedia in case of an information need. Existing research on quality assessment in Wikipedia either investigates only small samples of articles, or else deals with the classification of content into high-quality or low-quality. This thesis goes further, it targets the investigation of quality flaws, thus providing specific indications of the respects in which low-quality content needs improvement. The original contributions of this thesis, which relate to the fields of user-generated content analysis, data mining, and machine learning, can be summarized as follows:
(1) We propose the investigation of quality flaws in Wikipedia based on user-defined cleanup tags. Cleanup tags are commonly used in the Wikipedia community to tag content that has some shortcomings. Our approach is based on the hypothesis that each cleanup tag defines a particular quality flaw.
(2) We provide the first comprehensive breakdown of Wikipedia's quality flaw structure. We present a flaw organization schema, and we conduct an extensive exploratory data analysis which reveals (a) the flaws that actually exist, (b) the distribution of flaws in Wikipedia, and, (c) the extent of flawed content.
(3) We present the first breakdown of Wikipedia's quality flaw evolution. We consider the entire history of the English Wikipedia from 2001 to 2012, which comprises more than 508 million page revisions, summing up to 7.9 TB. Our analysis reveals (a) how the incidence and the extent of flaws have evolved, and, (b) how the handling and the perception of flaws have changed over time.
(4) We are the first who operationalize an algorithmic prediction of quality flaws in Wikipedia. We cast quality flaw prediction as a one-class classification problem, develop a tailored quality flaw model, and employ a dedicated one-class machine learning approach. A comprehensive evaluation based on human-labeled Wikipedia articles underlines the practical applicability of our approach.
Text classification deals with discovering knowledge in texts and is used for extracting, filtering, or retrieving information in streams and collections. The discovery of knowledge is operationalized by modeling text classification tasks, which is mainly a human-driven engineering process. The outcome of this process, a text classification model, is used to inductively learn a text classification solution from a priori classified examples. The building blocks of modeling text classification tasks cover four aspects: (1) the way examples are represented, (2) the way examples are selected, (3) the way classifiers learn from examples, and (4) the way models are selected.
This thesis proposes methods that improve the prediction quality of text classification solutions for unseen examples, especially for non-standard tasks where standard models do not fit. The original contributions are related to the aforementioned building blocks: (1) Several topic-orthogonal text representations are studied in the context of non-standard tasks and a new representation, namely co-stems, is introduced. (2) A new active learning strategy that goes beyond standard sampling is examined. (3) A new one-class ensemble for improving the effectiveness of one-class classification is proposed. (4) A new model selection framework to cope with subclass distribution shifts that occur in dynamic environments is introduced.
The present thesis studies the effects of rice husk ash (RHA) as a pozzolanic admixture and the combination of RHA and ground granulated blast-furnace slag (GGBS) on properties of ultra-high performance concrete (UHPC). The ultimate purpose of this study is to replace completely silica fume (SF) and partially Portland cement by RHA and GGBS to achieve sustainable UHPC. To reach this aim, characteristics of RHA in dependence of grinding period, especially its pozzolanic reactivity in saturated Ca(OH)2 solution and in a cementitious system at a very low water binder ration (w/b) were assessed. The influences of RHA on compatibility between superplasticizer and binder, workability, compressive strength, shrinkage, internal relative humidity, microstructure and durability of UHPC were also evaluated. Furthermore, synergic effects of RHA and GGBS on the properties of UHPC were investigated to produce more sustainable UHPC. Finally, various heat treatments were applied to study the properties of UHPC under these conditions. All the characteristics of these UHPCs containing RHA were compared to those of mixtures containing SF.
Der Film BERLIN – DIE SINFONIE DER GROSSTADT (1927, Walter Ruttman) gilt bis heute als der Sinfonische Dokumentarfilm schlechthin. Er präsentiert nicht nur die Traditionslinien, die ihre Wurzeln in der neuen Sachlichkeit und den ersten Dokumentarfilmtheorien fanden, sondern auch die künstlerische und filmische Vorstellung von Ruttmann. Um den höchsten Grad an Objektivität in der Realitätsdarstellung zu erreichen, hat dieser Film einerseits treu alle theoretischen und ästhetischen Gedanken der neusachlichen Kunst zum ersten Mal filmisch in einem DOKUMENTARFILM dargestellt. Noch dazu drückt der Berlin-Film seinen kulturellen Beitrag mit ausschliesslich filmischen Mitteln aus, also mit rein visuellen Mitteln, oder anders gesagt mit FILMSPRACHE.
Im Gegensatz zur ersten Ankündigung des Films und der Filmliteratur, die den Film als Dokumentarfilm ansehen, ist er in Wirklichkeit einer der ersten innovativen Musikfilme in seinem historischen Kontext, welcher mit der Montage von Wirklichkeitsabbilden autonome Musik zu interpretieren versucht. Seine sachlichen, dokumentarischen Reportage-Bilder ordnen sich der abstrakten Struktur und dem Taktmaß der Musik unter. Als Folge entsteht laut Ruttmann eine VISUELLE SINFONIE, die eigentlich vielmehr eine Vision von Berlin darstellte, als zukünftige industrielle Musterstadt. Mit anderen Worten ist Berlin in diesem Film eine realistische Illusion, aber keineswegs ein reales Bild. Er bildet ein neues Filmgenre, den KUNSTDOKUMENTARFILM, das den Grundprinzipien des Dokumentarfilms nicht folgt.
Dies unterscheidet ihn aber auch von den KÜNSTLERISCHEN DOKUMENTARFILMEN, die einerseits dem Film BERLIN – DIE SINFONIE DER GROSSTADT zwar formalstilistisch und ästhetisch ähneln. Aber im Gegensatz zu ihm erfüllen diese die elementaren Voraussetzungen für einen Dokumentarfilm. Beispiele dafür sind: DER MANN MIT DER KAMERA (1929, Dsiga Vertov), KOYAANISQATSI (1982,Godfry Reggio) und das Remake BERLIN, SINFONIE EINER GROßSTADT (2002, Thomas Schadt).
BERLIN – DIE SINFONIE DER GROSSTADT von Walter Ruttmann stellt nicht nur ein neues Filmgenre dar, er ist auch eine singuläre Erscheinung in der Filmgeschichte. In diesem Sinne spielte er, laut dem Filmkritiker Helmut Korte, eine entscheidende Rolle in der Weiterentwicklung des absoluten Films „als Musterbeispiel für die Möglichkeiten des künstlerisch-dokumentarischen Films“ (Korte 1991: 76).
The aim of this doctoral thesis was to investigate whether the German term “shrinking city” is appropriate to depopulating Polish cities. In order to do so an attempt to define the currently still vague notion of “shrinking city” was made. The urban development of Eastern Germany was thoroughly examined both in a short term perspective and in a wide historical as well as international context, with the Polish urban development used as reference. 25 cities (kreisfreie Städte) in Eastern Germany and depopulating Polish cities: Łódź and the Metropolis Silesia were chosen as case studies.
On the basis of the gathered information a “shrinking city” in Eastern Germany was defined as a city with a long-lasting population decrease coupled with over-dimensioned, growth-oriented development policies carried out for decades. Such a development path is triggering negative consequences in the spatial, economic and also demographic dimension, which tend to intensify each other.
The thesis postulates that the definition of the “shrinking city in Eastern Germany” is not appropriate to depopulating cities in Poland. Polish cities are characterized by a short-lasting population decrease and this trend is not triggering negative spatial and economic consequences. Oversized growth development policies were never present in the cities and they still suffer from great deficiencies in housing and other basic infrastructure, which derive from the socialist period. Furthermore, radical de-economization, known from Eastern German cities, did not occur in the Polish cities. Both Łódź and the Metropolis Silesia remain main production centers of the country.
This doctoral thesis presents a contradictory view to contemporary publications on “shrinking cities”, in which this phenomenon is regarded as having occurred suddenly after the collapse of the socialism. It proved that “shrinking cities” in Eastern Germany are not the outcome of short-lasting processes, but are deeply rooted in the past. Moreover, they represent a very distinct development pattern that highly differentiates from the one found in Central Eastern Europe and the one in Western Europe. In this way the doctoral thesis provided a new, critical approach to the discourse on “shrinking cities” in Germany. It also draws attention to the importance of the historical analysis in cities’ development research, particularly in cross border studies. In time of European integration peculiarities resulting from centuries of different spatial, economic and social development paths should not be underestimated.
Post Conflict Reconstruction is a very complex topic, whether it is to be undertaken by the Local or the International Community. The process of the Post Conflict Development is to be very hard to investigate, primarily for the combination of socio-cultural phenomena, war and political instability; having difficulties of conducting solid empirical analysis (obtaining reliable data) and dealing with war-torn communities. The multifaceted process of the reconstruction is ought to touch a lot of countries vital segments, whereas each of them requires different approach; coordination with one another; and unification in their common aim.
The emergency of the assistance programs are not equal, same as with the priority and weight when compared with each other, therefore occasionally there are programs for the success of which the other less important actions are violated or neglected.
The case is with the International Community presence ( the set up), which aside from their mission and projects, it is considered to play a very important role on the urban development of a post conflict city; the setting was never planned or considered in a holistic manner, therefore IC establishment was done ad hoc and it was guided by issues which did not help at its greatest to the urban development of the city and more over to the citizens who were most in need.
The study is about the Urban Development, due to the fact that the biggest concentration of the International Community is likely to be in the urban centers, and the experienced changes are of a much considerable magnitude. The reconstruction phase is likely to be lasting at about 10 years and more , consequently the International Community for that time being tends to be recognized as temporary citizens of the city, and it is inevitably that they will be having an impact on the urban development of the city; in that basis it is considered to be significant that the International Community Establishment/Set Up be included into the International Organizations mission and assist in the overall mission of the reconstruction.
Environmental and operational variables and their impact on structural responses have been acknowledged as one of the most important challenges for the application of the ambient vibration-based damage identification in structures. The damage detection procedures may yield poor results, if the impacts of loading and environmental conditions of the structures are not considered.
The reference-surface-based method, which is proposed in this thesis, is addressed to overcome this problem. In the proposed method, meta-models are used to take into account significant effects of the environmental and operational variables. The usage of the approximation models, allows the proposed method to simply handle multiple non-damaged variable effects simultaneously, which for other methods seems to be very complex. The input of the meta-model are the multiple non-damaged variables while the output is a damage indicator.
The reference-surface-based method diminishes the effect of the non-damaged variables to the vibration based damage detection results. Hence, the structure condition that is assessed by using ambient vibration data at any time would be more reliable. Immediate reliable information regarding the structure condition is required to quickly respond to the event, by means to take necessary actions concerning the future use or further investigation of the structures, for instance shortly after extreme events such as earthquakes.
The critical part of the proposed damage detection method is the learning phase, where the meta-models are trained by using input-output relation of observation data. Significant problems that may encounter during the learning phase are outlined and some remedies to overcome the problems are suggested.
The proposed damage identification method is applied to numerical and experimental models. In addition to the natural frequencies, wavelet energy and stochastic subspace damage indicators are used.
In this research work, an energy approach is employed for assessing quality in dynamic soil-structure interaction (SSI) models, and energy measures are introduced and investigated as general indicators of structural response.
Dynamic SSI models with various abstraction levels are then investigated according to different coupling scenarios for soil and structure models.
The hypothesis of increasing model uncertainty with decreasing complexity is investigated and a mathematical framework is provided for the treatment of model uncertainty. This framework is applied to a case study involving alternative models for incorporating dynamic SSI effects. In the evaluation process, energy measures are used within the framework of the \textit{adjustment factor} approach in order to quantitatively assess the uncertainty associated with SSI models. Two primary types of uncertainty are considered, namely the uncertainty in the model framework and the uncertainty in the model input parameters.
Investigations on model framework uncertainty show that the more complex three-dimensional FE model has the best quality of the models investigated, whereas the Wolf SSI model produces the lowest model uncertainty of the simpler models. The fixed-base model produces the highest estimated uncertainty and accordingly the worst quality of all models investigated.
These results confirm the hypothesis of increasing model uncertainty with decreasing complexity only when the assessment is based on the ratio of structural hysteretic energy to input energy as a response indicator.
Einleitung:
Die Kunst und der Kunstbetrieb haben sich in den letzten Jahrzehnten stark verändert und werden sich aller Voraussicht nach in Zukunft noch weit rascher und durchgreifender ändern. In meiner Dissertation geht es um eine Analyse des Jetzt-Zustandes des Kunstbetriebs und um die Konsequenzen die daraus für die zu erwartende Entwicklung zu ziehen sind, insbesondere bezüglich der Ausbildung von Künstlern an Kunsthochschulen. Dort sollten meines Erachtens die beruflichen Aspekte des künstlerischen Feldes (in und außerhalb der Akademie) verstärkt erläutert und vermittelt werden.
Der Fokus der Arbeit liegt auf den folgenden 4 Aspekten: Der Künstler, die Arbeitswelt, die Ausbildung und das Netz und die Vernetzung und ihren Zusammenhängen.
Diese Feststellungen basieren auf meinen Recherchen zu den vier Hauptthemen im Rahmen meiner Arbeit in der Lehre und der eigenen künstlerischen Praxis der letzten Jahre und spiegeln diese wider und sollen gleichzeitig als Beispiel für ihre Anwendung dienen und bieten einen Überblick in deren Ausführung in der Praxis.
Hinweis
Die hier vorliegende Dateien (in 5 Teilen) sind die digitale Veröffentlichung meiner Dissertation im Rahmen der Promotion im Studiengang "Kunst und Design" an der Bauhaus-Universität Weimar.
Diese Publikation ist open source und wird in einem offenen und kollaborativen Prozess weiterentwickelt werden. Die jeweils aktuelle Version wird hier zu finden sein: http://phd.nts.is Dort befinden sich auch weitere Formate zum Download, ebenso wie der vollständige (markdown-formatierte) Quelltext.
(Aus urheber- und lizenzrechtlichen Gründen sind in dieser Version der Bildtafeln einige Bilder ausgelassen. Die gedruckte Ausgabe enthält alle Bildtafeln, diese liegt in der Bibliothek der Bauhaus-Universität aus.)
Teile:
- Thesenpapier
- PhD Dissertation
- Bildtafeln
- Der 5-Jahres-Plan
- KIOSK09-Katalog
Resumen
La pregunta de investigación que guía el trabajo es: ¿cuál es la lógica de reproducción urbana de una ciudad intermedia en el contexto de los territorios possocialista? y ¿por qué referimos a esa lógica en términos de desarrollo urbano posfordista? Lo que se demuestra con esta investigación es cómo la forma particular de entrecruzamiento de territorialidades - estrategias espacializadas de los agentes - y las sinergias que de ellas se derivan con sus respectivas expresiones en el espacio, caracterizan el desarrollo urbano de Weimar.
El objetivo general del trabajo es interpretar el tipo de desarrollo urbano posfordista alcanzado por esta ciudad intermedia, que se configura en relación a su hinterland inmediato como una ciudad-región en una región de ciudades. Los objetivos específicos son: contextualizar geohistóricamente la ciudad-región Weimar, analizar los factores que posibilitan y condicionan el desarrollo urbano, identificar la constelación de agentes sociales que participan en el proceso de governance de la ciudad considerando sus estrategias, e indagar sobre las sinergias territoriales a partir del cruce y convergencia de esas estrategias convertidas en territorialidades.
En el trabajo se aplico una lógica metodológica cualitativa de investigación basada en: relevamiento bibliográfico, lectura de periódicos locales y regionales, observaciones in situ, captación de atmósfera, entrevistas complementadas con estadísticas oficiales y recolección de folletos informativos.
Uno de los principales aportes del trabajo es la definición del concepto de desarrollo urbano posfordista como una modalidad de reproducción urbana en el contexto de relaciones capitalistas de producción caracterizadas por producción flexible, terciarización de servicios públicos, creación de nuevos niveles territoriales de regulación, flexibilización de los mercados de trabajo urbano y precarización de las condiciones de vida. En las últimas décadas se asiste a cambios profundos en las ciudades. Así, es posible hablar de ciudades en transición que ensayan diversidad de modalidades ante los desafíos que implican estos cambios. En efecto, en muchos espacios urbanos comenzaron a suceder procesos de rápida desindustrialización y/o reindustrialización, con lo cual las ciudades han perdido parcialmente su base económica o han debido reestructurarse como un lugar vinculado a la economía de servicios. Incluso en aquellas ciudades que mantuvieron industrias de producción masiva, propias de las llamadas economía fordista, como por ejemplo la industria automotriz, requirieron importantes cambios en sus planificaciones espaciales. De este modo, los cambios en las modalidades de producción y sus impactos socioterritoriales en el contexto de la glocalización permiten observar el paso de una sociedad fordista a una posfordista.