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Through the increasing availability of access to the web, more and more interactions between people take place in online social networks, such as Twitter or Facebook, or sites where opinions can be exchanged. At the same time, knowledge is made openly available for many people, such as by the biggest collaborative encyclopedia Wikipedia and diverse information in Internet forums and on websites. These two kinds of networks - social networks and knowledge networks - are highly dynamic in the sense that the links that contain the important information about the relationships between people or the relations between knowledge items are frequently updated or changed. These changes follow particular structural patterns and characteristics that are far less random than expected.
The goal of this thesis is to predict three characteristic link patterns for the two network types of interest: the addition of new links, the removal of existing links and the presence of latent negative links. First, we show that the prediction of link removal is indeed a new and challenging problem. Even if the sociological literature suggests that reasons for the formation and resolution of ties are often complementary, we show that the two respective prediction problems are not. In particular, we show that the dynamics of new links and unlinks lead to the four link states of growth, decay, stability and instability. For knowledge networks we show that the prediction of link changes greatly benefits from the usage of temporal information; the timestamp of link creation and deletion events improves the prediction of future link changes. For that, we present and evaluate four temporal models that resemble different exploitation strategies. Focusing on directed social networks, we conceptualize and evaluate sociological constructs that explain the formation and dissolution of relationships between users. Measures based on information about past relationships are extremely valuable for predicting the dissolution of social ties. Hence, consistent for knowledge networks and social networks, temporal information in a network greatly improves the prediction quality. Turning again to social networks, we show that negative relationship information such as distrust or enmity can be predicted from positive known relationships in the network. This is particularly interesting in networks where users cannot label their relationships to other users as negative. For this scenario we show how latent negative relationships can be predicted.
In the recent years, Software Engineering research has shown the rise of interest in the empirical studies. Such studies are often based on empirical evidence derived from corpora - collections of software artifacts. While there are established forms of carrying out empirical research (experiments, case studies, surveys, etc.), the common task of preparing the underlying collection of software artifacts is typically addressed in ad hoc manner.
In this thesis, by means of a literature survey we show how frequently software engineering research employs software corpora and using a developed classification scheme we discuss their characteristics. Addressing the lack of methodology, we suggest a method of corpus (re-)engineering and apply it to an existing collection of Java projects.
We report two extensive empirical studies, where we perform a broad and diverse range of analyses on the language for privacy preferences (P3P) and on object-oriented application programming interfaces (APIs). In both cases, we are driven by the data at hand, by the corpus itself, discovering the actual usage of the languages.
Die Studie befasst sich mit der Bildungsaspiration, der Wertevermittlung und -tradierung iranischstämmiger Familien in Deutschland. Ziel ist es, zu ermitteln, worauf die familiäre Bildungsaspiration zurückzuführen ist. Im Fokus der Fallstudie stehen drei Familien, die nach der Islamischen Revolution von 1979 aus ihrem Herkunftsland nach Deutschland immigriert sind. Es handelt sich um eine zweigenerationenperspektivische Befragung innerhalb einer Familie. Dies bedeutet, dass innerhalb einer Familie Einzelinterviews mit jeweils einer Person aus der Eltern- und Kindergeneration durchgeführt wurden. So werden gemeinsam erlebte Situationen, wie z.B. Flucht oder Teilhabe am deutschen Bildungssystem, oder Begriffe, wie z.B. Bildung oder Bildungserfolg, aus der jeweiligen Perspektive geschildert bzw. definiert. Darüber hinaus geben die Befragten Auskünfte über die Großelterngeneration, sodass das gesamte Datenmaterial Angaben über drei Generationen umfasst. Dieser qualitativen Exploration geht eine bundesweite Befragung voraus an der 70 Personen iranischer Herkunft teilnahmen. Weiterhin zeichnet sich die Arbeit durch einen ressourcenorientierten Forschungsansatz aus. Die erhobenen Daten geben Antwort auf die zentralen Fragen:
Auf welche Ursachen lässt sich Bildungsaspiration von immigrierten, iranischstämmigen Familien in Deutschland zurückführen?
Welche Rolle spielen die Sprachen des Herkunfts- und Einwanderungslandes in der Wertetradierung? In der Studie werden die individuellen Bildungsgeschichten der Befragten in den wissenschaftlichen Diskurs zur Bildungsaspiration, Bildungs-, Migrations- und Mehrsprachigkeitsforschung eingefügt. Hierbei wird ein interdisziplinäres und somit multiperspektivisches Theoriekonstrukt zugrunde gelegt, welches sich durch einen geschichts-, länder- und generationsübergreifenden Forschungsansatz auszeichnet. Ein zentrales Ergebnis ist, dass ein Verständnis für geschichtliche Entwicklungen im Herkunftsland erforderlich ist, um das Bildungsverhalten im iranischstämmigen Familienkontext nachzuvollziehen. Erst durch Kontextualisierung von individuellen und gesellschaftlichen Dimensionen kann nachvollzogen werden, warum im Falle dieser Minderheitengruppe geringes ökonomisches Kapital, das infolge von beruflichen Brüchen der Eltern nach ihrer Flucht im Einwanderungsland entstanden ist, keine negativen Auswirkungen auf die Entwicklung des kulturellen Kapitals der Folgegenerationen hat. Folglich zeigt die Studie, dass im Falle der interviewten Familien gängige Erklärungsmodelle, wie die Korrelation vom geringem ökonomischen Kapital und geringem kulturellen Kapital, nicht zutreffen. Vielmehr wird kulturelles Kapital von Generation zu Generation tradiert. Ein weiteres Ergebnis der Studie ist das erarbeitete Dreiebenen-Modell. Es umfasst geschichtlich-gesellschaftliche, politische sowie familiäre Entwicklungen und Einstellungen auf der Mikro-, Meso- und Makroebene. Damit ist eine Grundlage geschaffen, um das Tradierungsverhalten anderer Zuwanderungsgruppen zu erklären.
Der Begriff Gebrauchsgrafik ist im Wesentlichen ein Sammelbegriff für jene grafischen Arbeiten, die, im Gegensatz zur freien Grafik Anteil haben an der bewussten künstlerischen Durchformung und Gestaltung praktischer Aufgaben. Hauptbetätigungsfeld der Gebrauchsgrafik als zweckgebundene künstlerische Äußerungsform ist um 1900 die Reklame in Form von Plakaten, Anzeigen, Verpackungen, Firmensignets sowie Akzidenzen. Sie alle brachten den vielseitigen Formenschatz des Jugendstils einem breiten Publikum näher. Die Gebrauchsgrafik als neues Medium um 1900 steht im engen Zusammenhang mit dem technischen Fortschritt der industriellen Revolution: Angesichts zunehmender Konkurrenz durch die Massenproduktion von Konsumgütern versprach künstlerisch ansprechende Werbung Wettbewerbsvorteile. Dank der Erfindung der Lithografie um 1799 war die Gebrauchsgrafik allseitig verfügbar und gut finanzierbar. Sie passte in das Konzept des Jugendstils als Medium, das alle Bereiche mitgestaltet. Sie fungierte als Schnittstelle zwischen Wirtschaft, Kunst und Kultur. Exemplarisch werden drei unterschiedliche, für die Region bis heute bedeutende Branchen untersucht: der Tourismus, der Weinbau und die Industrie. Zudem werden Pfälzer Künstler des Jugendstils vorgestellt, die sich auf dem Gebiet der Gebrauchsgrafik betätigten. So lässt sich in der Pfalz eine repräsentative Anzahl gebrauchsgrafischer Arbeiten des Jugendstils in unterschiedlicher Ausprägung nachweisen. Als entlegene bayrische Provinz nahm sie die Strömungen der Zeit wahr und setzte sie auf ihre Weise um. Ein eigenständiger Pfälzer Jugendstil entwickelte sich aber nicht.
Field margins are often the only remaining habitats of various wild plant species in agricultural landscapes. However, due to their proximity to agricultural fields, the vegetation of field margins can be affected by agrochemicals applied to the crop fields. The aim of this thesis was to investigate the individual and combined effects of herbicide, insecticide and fertilizer inputs on the plant community of a field margin. Therefore, a 3-year field experiment with a randomized block design including seven treatments (H: herbicide, I: insecticide, F: fertilizer, H+I, F+I, F+H and F+H+I) and one control was conducted on a low-production meadow. Each treatment was replicated 8 times in 8 m x 8 m plots with a distance of 2 m between each plot. The fertilizer rates (25 % of the field rate) and pesticide rates (30 % of the field rate) used for the plot applications were consistent with realistic average input rates (overspray + drift) in the first meter of a field margin directly adjacent to a wheat field.
The study revealed that fertilizer and herbicide misplacements in field margins are major factors that affect the natural plant communities of these habitats. In total, 20 of the 26 abundant species on the study site were significantly affected by the fertilizer and herbicide treatment. The fertilizer promoted plants with high nutrient uptake and decreased the frequencies of small species. The herbicide caused a nearly complete disappearance of three species directly after the first application, whereas sublethal effects (e.g., phytotoxic effects and reduced seed productions of up to 100 %) were observed for the other affected species. However, if field margins are exposed to repeated agrochemical applications over several years, then such sublethal effects (particularly reproduction effects) also reduce the population size of plant species significantly, as observed in this study.
Significant herbicide-fertilizer interaction effects were also detected and could not be extrapolated from individual effects. The fertilizer and herbicide effects became stronger over time, leading to shifts in plant community compositions after three years and to a 15 % lower species diversity than in the control. The insecticide significantly affected the frequencies of two plant species (1 positively and 1 negatively). The results of the experiment suggest that a continuous annual agrochemical application on the study site would cause further plant community shifts and would likely lead to the disappearance of certain affected plants. A clear trend of increasing grass dominance at the expense of flowering herbs was detected. This finding corresponds well with monitoring data from field margins near the study site.
Although herbicide risk assessment aims to protect non-target plants in off-field habitats from adverse effects, reproduction effects and combined effects are currently not considered. Furthermore, no regulations for fertilizer applications next to field margins exist and thus, fertilizer misplacements in field margins are likely to occur and to interact with herbicide effects.
Adaptations of the current risk assessment, a development of risk mitigation measures (e.g., in-field buffers) for the application of herbicides and fertilizers, and general management measures for field margins are needed to restore and conserve plant diversity in field margins in agricultural landscapes.
Studien zeigen einen hohen Anteil an gut ausgebildeten Frauen, auch weisen Untersuchungen über die Führungskompetenz mehr führungsstarke Frauen (jede 12.) als Männer (jeder 17.) auf. Diese Ergebnisse spiegeln sich jedoch nicht in der nur geringen Anzahl von Frauen in höheren Führungspositionen wieder, mit der Folge, dass diese Ressource damit ungenutzt bleibt. Wenn Mitarbeitende aber als bedeutsam für den Unternehmenserfolg angesehen werden, dann sollten ein optimaler Einsatz und eine bestmögliche Entwicklung selbstverständlich sein. Dieser Aspekt findet sich auch in der Politik zur Gleichbehandlung der Geschlechter wieder. Organisationen vernachlässigen Potential, wenn sie Frauen, die gut ausgebildet sind, nicht die Möglichkeiten geben, beruflich aufzusteigen. Gerade in der Sozialen Arbeit ist der Anteil der Frauen sehr hoch, dennoch kehrt sich diese Verhältnismäßigkeit, vor allem bei den höheren Führungspositionen wie Vorstände, Geschäftsführungen, Aufsichtsgremien, um. Im Rahmen der vorliegenden Dissertation werden förderliche und hemmende Faktoren im Erreichen einer Leitungsposition von Frauen analysiert. Der besondere Fokus ist dabei auf die obere Führungsebene in Organisationen der Sozialen Arbeit gerichtet, im Besonderen auf die Freie Wohlfahrtspflege. Ziel ist darüber hinaus die Darstellung von Handlungsimplikationen zur Förderung weiblicher Karrieren in der Sozialen Arbeit, als Beitrag zur besseren Nutzung weiblichen Know-Hows. Die Arbeit berücksichtigt dabei sowohl die Sicht von Frauen in Führungspositionen, als auch die Sicht von Personalentscheiderinnen und -entscheidern und leistet einen Beitrag dazu, wie Frauen in Verbänden und Organisationen der Freien Wohlfahrtspflege der Zugang zu Führungspositionen ermöglicht werden kann. Die hieraus resultierenden Leitfragen sind: Welche biografischen und institutionellen Faktoren fördern und hemmen den Aufstieg weiblicher Führungskräfte in die obere Führungsebene? Welche Faktoren zeigen sich aus Sicht der Frauen, welche aus Sicht der Personalentscheiderinnen und -entscheider? Welche Lösungswege ergeben sich zur Anhebung des Frauenanteils in der oberen Führungsebene? In der theoretischen Ausarbeitung werden zunächst im Rahmen des ersten Themenkomplexes Frauen und Führung bspw. geschlechtsspezifische Aspekte von Führungsverhalten besprochen, Bezug nehmende Ergebnisse der Führungsforschung sowie der Frauen- und Geschlechterforschung aufgezeigt und berufliche Situationen und Karrieren von Frauen dargestellt. Einfluss- und Erfolgsfaktoren weiblicher Karrieren, mögliche Aufstiegsbarrieren (biografisch konstruiert, gesellschaftlich sozialisiert, organisationsstrukturell) und Strategien zur Realisierung von Chancengleichheit im Aufstieg werden beschrieben. Der erste Themenkomplex endet mit der analytischen Betrachtung des Nutzens dieser Chancengleichheit. Der zweite Themenkomplex geht konkret auf den Bereich Soziale Arbeit ein, beleuchtet den Begriff Frauenberuf, die berufliche Situation von Frauen in der Sozialen Arbeit, die Freie Wohlfahrtspflege, das hier vorherrschende Verständnis von Führung und geht im Abschluss auf Frauen in Führungspositionen in der Sozialen Arbeit ein. Neben Faktoren, die Frauen möglicherweise einen Führungsaufstieg erschweren, werden auch Möglichkeiten von Organisationen bei der Unterstützung von Karrieren der Frauen beleuchtet. Die Untersuchung legt ihren Schwerpunkt auf die Organisationen der Sozialen Arbeit und die Führungspositionen des oberen Managements. Im sich anschließenden empirischen Teil erfolgt daher die Darstellung des Forschungsprojekts und des Forschungssettings, der Forschungsergebnisse, als auch der daraus abgeleiteten Schlussfolgerungen.
The adoption of the EU Water Framework Directive (WFD) in 2000 marked the beginning of a new era of European water policy. However, more than a decade later, the majority of European rivers are still failing to meet one of the main objectives of the WFD: the good ecological status. Pesticides are a major stressor for stream ecosystems. This PhD thesis emphasises the need for WFD managers to consider all main agricultural pesticide sources and influencing landscape parameters when setting up River Basin Management Plans and Programmes of Measures. The findings and recommendations of this thesis can help to successfully tackle the risk of pesticide contamination to achieve the WFD objectives.
A total of 663 sites that were situated in the German Federal States of Saxony, Saxony-Anhalt, Thuringia and Hesse were studied (Chapter 3 and 4). In addition to an analysis of the macroinvertebrate data of the governmental WFD monitoring network, a detailed GIS analysis of the main agricultural pesticide sources (arable land and garden allotments as well as wastewater treatment plants (WWTPs)) and landscape elements (riparian buffer strips and forested upstream reaches) was conducted. Based on the results, a screening approach was developed that allows an initial rapid and cost-effective identification of those sites that are potentially affected by pesticide contamination. By using the trait-based bioindicator SPEARpesticides, the insecticidal long-term effects of the WWTP effluents on the structure of the macroinvertebrate community were identified up to at least 1.5 km downstream (in some cases even 3 km) of the WWTPs. The results of the German Saprobic Index revealed that the WWTPs can still be important sources of oxygen-depleting substances. Furthermore, the results indicate that forested upstream reaches and riparian buffer strips at least 5 m in width can be appropriate measures in mitigating the effects and exposure of pesticides.
There are concerns that the future expansion of energy crop cultivation will lead to an increased pesticide contamination of ecosystems in agricultural landscapes. Therefore, the potential of energy crops for pesticide contamination was examined based on an analysis of the development of energy crop cultivation in Germany and a literature search on perennial energy crops (Chapter 5). The results indicate that the future large-scale expansion of energy crop cultivation will not necessarily cause an increase or decrease in the amounts of pesticides that are released into the environment. The potential effects will depend on the future design of the agricultural systems. Instead of creating energy monocultures, annual energy crops should be integrated into the existing food production systems. Financial incentives and further education are needed to encourage the use of sustainable crop rotations, innovative cropping systems and perennial energy crops, which may contribute to crop diversity and generate lower pesticide demands than do intensive farming systems.
This study explored the question whether greenhouse gas mitigation projects in Namibia could be initiated through local economic development programmes. In particular, research was done on whether the Clean Development Mechanism (CDM) of the Kyoto Protocol could play an essential role in the promotion of such mitigation projects.
In a first step supporting and inhibiting factors (potential for mitigation projects, business and investment climate, institutions, etc.) were discussed, which have a negative or positive influence on mitigation projects. In a second step the mind-set of climate and energy experts as well as of local economic development experts and practitioners was analysed with regard to the research questions. To this end, 229 questionnaires, 28 interviews and the output of a focus group discussion with 20 participants were evaluated. Additionally, the author conducted a real life case study to investigate the practicability of initiating greenhouse gas mitigation projects through local economic development efforts. Parallel to the development of an economic development strategy in the Namibian region of Otjozondjupa, the potential for greenhouse gas mitigation projects was explored. Based on the outcome of this investigation project ideas were developed and their potential socio-economic impact was evaluated. Promising projects were then included into the development strategy.
Due to various factors such as the complexity of CDM, low greenhouse gas emissions in Namibia, the low price of emission rights and insufficient financial means it is unlikely that CDM projects can be initiated through local economic development initiatives in Namibia. However, many stakeholders consider the idea of interlinking mitigation projects and local economic development initiatives favourably as long as such projects support the broader objectives of those initiatives. This research has shown that locally initiated mitigation projects do not contribute much to employment or income generation at the local level in Namibia. Thus, national strategic objectives should be considered, such as improving access to electricity to all strata of society or becoming less dependent on electricity imports. This requires, however, that local economic development strategies also cover the energy sector, that local governments are willing and capacitated to initiate mitigation projects, that national and local public institutions work together more closely, that national and local economic framework conditions are improved so as to attract private investments, and that the experiences and interests of the relevant stakeholders are considered throughout the project development process.
Non-Consumptive Effects of Spiders and Ants: Does Fear Matter in Terrestrial Interaction Webs?
(2014)
Most animals suffer from predators. Besides killing prey, predators can affect prey physiology, morphology and behaviour. Spiders are among the most diverse and frequent predators in terrestrial ecosystems. Our behavioural arena experiments revealed that behavioural changes under spider predation risk are relatively scarce among arthropods. Wood crickets (Nemobius sylvestris), in particular, changed their behaviour in response to cues of various spider species. Thereby, more common and relatively larger spider species induced stronger antipredator behaviour in crickets.
Behavioural changes under predation risk are expected to enhance predator avoidance, but they come at a cost. Crickets previously confronted with cues of the nursery web spider (Pisaura mirabilis) were indeed more successful in avoiding predation. Surprisingly, crickets slightly increased food uptake and lost less weight under predation risk, indicating that crickets are able to compensate for short-term cost under predation risk. In a following plant choice experiment, crickets strongly avoided plants bearing spider cues, which in turn reduced the herbivory on the respective plants.
Similar to spiders, ants are ubiquitous predators and can have a strong impact on herbivores, but also on other predators. Juvenile spiders increased their propensity for long-distance dispersal if exposed to ant cues. Thus, spiders use this passive dispersal through the air (ballooning) to avoid ants and colonise new habitats.
In a field experiment, we compared arthropod colonisation between plants bearing cues of the nursery web spider and cue-free plants. We followed herbivory during the experimental period and sampled the arthropod community on the plants. In accordance with the plant choice experiment, herbivory was reduced on plants bearing spider cues. In addition, spider cues led to changes in the arthropod community: smaller spiders and black garden ants (Lasius niger) avoided plants bearing spider cues. In contrast, common red ants (Myrmica rubra) increased the recruitment of workers, possibly to protect their aphids.
Although behavioural changes were relatively rare on filter papers bearing spider cues, more natural experimental setups revealed strong and far-reaching effects of predation risk. We further suggest that risk effects influence the spatial distribution of herbivory, rather than reduce overall herbivory that is expected if predators kill herbivores. Consequently, the relative importance of predation and risk effects is crucial for the way predators affect lower trophic levels.
The goal of this thesis is the development of methods for augmented image synthesis using 3D photo collections. 3D photo collections are representations of real scenes automatically generated from single photos and describe a scene as a set of images with known camera poses as well as a sparse point-based model of the scene geometry. The main goal is to perform a photo-realistic augmented image synthesis of real and virtual parts, where the real scene is provided as a 3D photo collection. Therefore, three main problems are addressed.
Since the photos may be represented in different device-specific RGB color spaces, a color characterization of the 3D photo collections is necessary to gain correct color information that is consistent with human perception. The proposed novel method automatically transforms all images into a common RGB color space and thereby simplifies color characterization of 3D photo collections.
As a main problem for augmented image synthesis, all environmental lighting has to be known in order to apply illumination to virtual parts that is consistent with the real portions shown in the photos. To solve this problem, two novel methods were developed to reconstruct the lighting from 3D photo collections.
In order to perform image synthesis for arbitrary views on the scene, an image-based approach was developed that generates new views in 3D photo collections making direct use of its point cloud. The novel method creates new views in real-time and allows free-navigation.
In conclusion, the proposed novel methods show that 3D photo collections are a useful representation for real scenes in Augmented Reality and they can be used to perform a realistic image synthesis of real and virtual portions.