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The present paper proposes a novel approach for equilibrium selection in the infinitely repeated prisoner’s dilemma where players can communicate before choosing their strategies. This approach yields a critical discount factor that makes different predictions for cooperation than the usually considered sub-game perfect or risk dominance critical discount factors. In laboratory experiments, we find that our factor is useful for predicting cooperation. For payoff changes where the usually considered factors and our factor make different predictions, the observed cooperation is consistent with the predictions based on our factor.
Classification, prediction and evaluation of graph neural networks on online social media platforms
(2024)
The vast amount of data generated on social media platforms have made them a valuable source of information for businesses, governments and researchers. Social media data can provide insights into user behavior, preferences, and opinions. In this work, we address two important challenges in social media analytics. Predicting user engagement with online content has become a critical task for content creators to increase user engagement and reach larger audiences. Traditional user engagement prediction approaches rely solely on features derived from the user and content. However, a new class of deep learning methods based on graphs captures not only the content features but also the graph structure of social media networks.
This thesis proposes a novel Graph Neural Network (GNN) approach to predict user interaction with tweets. The proposed approach combines the features of users, tweets and their engagement graphs. The tweet text features are extracted using pre-trained embeddings from language models, and a GNN layer is used to embed the user in a vector space. The GNN model then combines the features and graph structure to predict user engagement. The proposed approach achieves an accuracy value of 94.22% in classifying user interactions, including likes, retweets, replies, and quotes.
Another major challenge in social media analysis is detecting and classifying social bot accounts. Social bots are automated accounts used to manipulate public opinion by spreading misinformation or generating fake interactions. Detecting social bots is critical to prevent their negative impact on public opinion and trust in social media. In this thesis, we classify social bots on Twitter by applying Graph Neural Networks. The proposed approach uses a combination of both the features of a node and an aggregation of the features of a node’s neighborhood to classify social bot accounts. Our final results indicate a 6% improvement in the area under the curve score in the final predictions through the utilization of GNN.
Overall, our work highlights the importance of social media data and the potential of new methods such as GNNs to predict user engagement and detect social bots. These methods have important implications for improving the quality and reliability of information on social media platforms and mitigating the negative impact of social bots on public opinion and discourse.
Das Rechtslexikon
(2024)
Kompetenz im handlichen Format in über 1.400 Stichwörtern, 26 Tabellen und Schaubildern zu allen wichtigen Rechtsgebieten: Zivilrecht (z. B. Familien- und Erbrecht, Versicherungsrecht), Arbeitsrecht, Öffentliches Recht (z. B. Baurecht, Staats- und Verfassungsrecht, Umweltrecht, Verwaltungsrecht), Sozialrecht (z. B. Arbeitslosen- und Rentenversicherung), Strafrecht (einschließlich Jugendstrafrecht und Ordnungswidrigkeiten) sowie ihren europa- und völkerrechtlichen Bezügen.
Das Rechtslexikon ist in seiner 2. Auflage ergänzt worden um zahlreiche neue und aktuelle Begriffe wie Impfpflicht, Quarantäne, Radwegbenutzung, Schutzpflicht, Crowdworking, Homeoffice/mobiles Arbeiten, Datenschutzgrundverordnung, Mediation, Smart Contract u.v.a.m. Das Lexikon erklärt außerdem Normen und Grundsätze des deutschen und europäischen Rechts, knapp, zuverlässig und verständlich. Grundlegende Fragen und Zusammenhänge werden in besonderen Überblicksartikeln erläutert. Querverweise machen auf verwandte Themen im Lexikon aufmerksam.
Ein Lexikon für juristisch interessierte Laien, Studierende sowie Schülerinnen und Schüler.
Relativistic pair beams produced in the cosmic voids by TeV gamma rays from blazars are expected to produce a detectable GeV-scale cascade emission missing in the observations. The suppression of this secondary cascade implies either the deflection of the pair beam by intergalactic magnetic fields (IGMFs) or an energy loss of the beam due to the electrostatic beam-plasma instability. IGMF of femto-Gauss strength is sufficient to significantly deflect the pair beams reducing the flux of secondary cascade below the observational limits. A similar flux reduction may result in the absence of the IGMF from the beam energy loss by the instability before the inverse Compton cooling. This dissertation consists of two studies about the instability role in the evolution of blazar-induced beams.
Firstly, we investigated the effect of sub-fG level IGMF on the beam energy loss by the instability. Considering IGMF with correlation lengths smaller than a few kpc, we found that such fields increase the transverse momentum of the pair beam particles, dramatically reducing the linear growth rate of the electrostatic instability and hence the energy-loss rate of the pair beam. Our results show that the IGMF eliminates beam plasma instability as an effective energy-loss agent at a field strength three orders of magnitude below that needed to suppress the secondary cascade emission by magnetic deflection. For intermediate-strength IGMF, we do not know a viable process to explain the observed absence of GeV-scale cascade emission and hence can be excluded.
Secondly, we probed how the beam-plasma instability feeds back on the beam, using a realistic two-dimensional beam distribution. We found that the instability broadens the beam opening angles significantly without any significant energy loss, thus confirming a recent feedback study on a simplified one-dimensional beam distribution. However, narrowing diffusion feedback of the beam particles with Lorentz factors less than 1e6 might become relevant even though initially it is negligible. Finally, when considering the continuous creation of TeV pairs, we found that the beam distribution and the wave spectrum reach a new quasi-steady state, in which the scattering of beam particles persists and the beam opening angle may increase by a factor of hundreds. This new intrinsic scattering of the cascade can result in time delays of around ten years, thus potentially mimicking the IGMF deflection. Understanding the implications on the GeV cascade emission requires accounting for inverse Compton cooling and simulating the beam-plasma system at different points in the IGM.
It is a well-attested finding in head-initial languages that individuals with aphasia (IWA) have greater difficulties in comprehending object-extracted relative clauses (ORCs) as compared to subject-extracted relative clauses (SRCs). Adopting the linguistically based approach of Relativized Minimality (RM; Rizzi, 1990, 2004), the subject-object asymmetry is attributed to the occurrence of a Minimality effect in ORCs due to reduced processing capacities in IWA (Garraffa & Grillo, 2008; Grillo, 2008, 2009). For ORCs, it is claimed that the embedded subject intervenes in the syntactic dependency between the moved object and its trace, resulting in greater processing demands. In contrast, no such intervener is present in SRCs. Based on the theoretical framework of RM and findings from language acquisition (Belletti et al., 2012; Friedmann et al., 2009), it is assumed that Minimality effects are alleviated when the moved object and the intervening subject differ in terms of relevant syntactic features. For German, the language under investigation, the RM approach predicts that number (i.e., singular vs. plural) and the lexical restriction [+NP] feature (i.e., lexically restricted determiner phrases vs. lexically unrestricted pronouns) are considered relevant in the computation of Minimality. Greater degrees of featural distinctiveness are predicted to result in more facilitated processing of ORCs, because IWA can more easily distinguish between the moved object and the intervener.
This cumulative dissertation aims to provide empirical evidence on the validity of the RM approach in accounting for comprehension patterns during relative clause (RC) processing in German-speaking IWA. For that purpose, I conducted two studies including visual-world eye-tracking experiments embedded within an auditory referent-identification task to study the offline and online processing of German RCs. More specifically, target sentences were created to evaluate (a) whether IWA demonstrate a subject-object asymmetry, (b) whether dissimilarity in the number and/or the [+NP] features facilitates ORC processing, and (c) whether sentence processing in IWA benefits from greater degrees of featural distinctiveness. Furthermore, by comparing RCs disambiguated through case marking (at the relative pronoun or the following noun phrase) and number marking (inflection of the sentence-final verb), it was possible to consider the role of the relative position of the disambiguation point. The RM approach predicts that dissimilarity in case should not affect the occurrence of Minimality effects. However, the case cue to sentence interpretation appears earlier within RCs than the number cue, which may result in lower processing costs in case-disambiguated RCs compared to number-disambiguated RCs.
In study I, target sentences varied with respect to word order (SRC vs. ORC) and dissimilarity in the [+NP] feature (lexically restricted determiner phrase vs. pronouns as embedded element). Moreover, by comparing the impact of these manipulations in case- and number-disambiguated RCs, the effect of dissimilarity in the number feature was explored. IWA demonstrated a subject-object asymmetry, indicating the occurrence of a Minimality effect in ORCs. However, dissimilarity neither in the number feature nor in the [+NP] feature alone facilitated ORC processing. Instead, only ORCs involving distinct specifications of both the number and the [+NP] features were well comprehended by IWA. In study II, only temporarily ambiguous ORCs disambiguated through case or number marking were investigated, while controlling for varying points of disambiguation. There was a slight processing advantage of case marking as cue to sentence interpretation as compared to number marking.
Taken together, these findings suggest that the RM approach can only partially capture empirical data from German IWA. In processing complex syntactic structures, IWA are susceptible to the occurrence of the intervening subject in ORCs. The new findings reported in the thesis show that structural dissimilarity can modulate sentence comprehension in aphasia. Interestingly, IWA can override Minimality effects in ORCs and derive correct sentence meaning if the featural specifications of the constituents are maximally different, because they can more easily distinguish the moved object and the intervening subject given their reduced processing capacities. This dissertation presents new scientific knowledge that highlights how the syntactic theory of RM helps to uncover selective effects of morpho-syntactic features on sentence comprehension in aphasia, emphasizing the close link between assumptions from theoretical syntax and empirical research.
With the surging reliance on videoconferencing tools, users may find themselves staring at their reflections for hours a day. We refer to this phenomenon as self-referential information (SRI) consumption and examine its consequences and the mechanism behind them. Building on self-awareness research and the strength model of self-control, we argue that SRI consumption heightens the state of self-awareness and thereby depletes participants’ mental resources, eventually undermining virtual meeting (VM) outcomes. Our findings from a European employee sample revealed contrary effects of SRI consumption across speaker vs listener roles. Engagement with self-view is positively associated with self-awareness, which, in turn, is negatively related to satisfaction with VM process, perceived productivity, and enjoyment. Looking at the self while listening to others exhibits adverse direct and indirect (via self-awareness) effects on VM outcomes. However, looking at the self when speaking exhibits positive direct effects on satisfaction with VM process and enjoyment.
Enterprise Resource Planning (ERP) system customization is often necessary because companies have unique processes that provide their competitive advantage. Despite new technological advances such as cloud computing or model-driven development, technical ERP customization options are either outdated or ambiguously formulated in the scientific literature. Using a systematic literature review (SLR) that analyzes 137 definitions from 26 papers, the result is an analysis and aggregation of technical customization types by providing clearance and aligning with future organizational needs. The results show a shift from ERP code modification in on-premises systems to interface and integration customization in cloud ERP systems, as well as emerging technological opportunities as a way for customers and key users to perform system customization. The study contributes by providing a clear understanding of given customization types and assisting ERP users and vendors in making customization decisions.
Landesrecht Brandenburg
(2024)
Die topaktuelle 27. Auflage mit den wichtigsten Vorschriften des Landes Brandenburg für Studium, Referendariat und juristische Praxis berücksichtigt u.a. Änderungen des Landeswahlgesetzes, des Polizei- und des Pressegesetzes, des Juristenausbildungsgesetzes und der Juristenausbildungsordnung sowie des Schiedsstellen-, Schlichtungs- und Gütestellengesetzes. Schaubilder verdeutlichen den Aufbau der Gerichtsbarkeit und der Verwaltung. Gliederungen und ein ausführliches Register führen schnell zur gesuchten Norm, die durchgängige Satznummerierung gewährleistet präzise Zitierfähigkeit. Die Sammlung ist in Brandenburg zu den Staatsexamina zugelassen.
Der Band ist den existenziellen Turbulenzen gewidmet, die dem Menschen nicht als katastrophales Ereignis widerfahren, sondern seinen unentrinnbaren Alltag formen. Egal ob Verschiebungen im universitären Selbstverständnis (Vinken), Umgang mit geschlechtlicher Abweichung (Ungelenk; Hordych), Brüchen im Familiengefüge (Brook; Goldmann), Kampf gegen Abholzung (Nixon), technische Totalüberwachung im Alltag (Søilen/Maurer), narratologische Erkundungen von Zeit oder Gattung (Horst; Pierstorff; Reisener), stets erweist sich scheinbar banaler Alltag als erstaunlich produktiver Ausgangspunkt für gesellschaftliche, künstlerische und denkerische Prozesse. Das Gewöhnliche des Alltags ist nicht länger bloß statische Folie für einbrechende Ereignisse – es ist selbst als generatives Werden nobilitiert, das nun aber doppelbödige Wertung annimmt: Alltag verliert im Zuge einer Philosophie der Moderne das Verlässliche (Hüsch; Khurana), wird bedrohlich; zugleich bietet diese neue Unruhe des Alltags, sein "trouble", aber auch Chancen für Veränderung und feministisch-kritische oder künstlerische Intervention.
Motivation and Emotion in Learning and Teaching across Educational Contexts brings together current theoretical and methodological perspectives as well as examples of empirical implementations from leading international researchers focusing on the context specificity and situatedness of their core theories in motivation and emotion.
The book is compiled of two main sections. Section I covers theoretical reflections and perspectives on the main theories on emotion and motivation in learning and teaching and their transferability across different educational contexts illustrated with empirical examples. Section II addresses the methodological reflections and perspectives on the methodology that is needed to address the complexity and context specificity of motivation and emotion. In addition to general reflections and perspectives regarding methodology, concrete empirical examples are provided. All cutting-edge chapters include current empirical studies on emotions and motivation in learning and teaching across different contexts (age groups, domains, countries, etc.) making them applicable and relevant to a wide range of contexts and settings.
This high-quality volume with contributions from leading international experts will be an essential resource for researchers, students and teacher trainers interested in the vital role that motivation and emotions can play in education.
Digitale Plattformen prägen unsere Rechts- und Wirtschaftsordnung, die Freizeitgestaltung, das Informationsverhalten und im Aggregat die digitale Öffentlichkeit. Die damit verbundenen Rechtsfragen sind im Fluss und berühren alle juristischen Teildisziplinen. Der Tagungsband nähert sich daher den Entwicklungen des Plattformrechts aus disziplinübergreifendem Blickwinkel. Dieser Versuch einer überspannenden Perspektive fokussiert vor allem auf die beiden „Großen“ der jüngsten Rechtsakte (DSA/DMA) unter dem besonderen Gesichtspunkt ihres Vollzugs: Wie kann man ein globales Phänomen wie Plattformen lokal und regional regulieren? Welche Rolle spielt der Schwarm der Vielen in der Effektivierung der neuen Regularien? Passen Regelungsmodelle wie das Urheberrecht zum Plattformphänomen?
Dirty capitalism
(2024)
Von Garzweiler bis zum Great Pacific Garbage Patch zeigt sich offenkundig: Die kapitalistische Vergesellschaftung ist dreckig. Umso mehr braucht kritische politisch-ökonomische oder sozio-ökonomische Bildung einen gesellschaftstheoretisch fundierten Kapitalismusbegriff. Der Ansatz des Dirty Capitalism leistet hierzu einen expliziten Beitrag. Er greift die vielfältige Kritik an Vorstellungen und analytischer Reichweite eines "reinen" Kapitalismus, wie sie z.B. auch im Ansatz des racial capitalism formuliert wird, auf und erweitert die Analyseperspektive über Klassenverhältnisse hinaus auf Rassismus, (Post-)Kolonialismus, Geschlechter- und Naturverhältnisse. Im Band wird das Konzept weiterentwickelt und als Zugang für die kritische politische Bildung und Politikdidaktik diskutiert und empirisch genutzt.
Das historische Erzählen ist im 19. Jahrhundert eine der prominentesten narrativen Formen. Aber es ist immer auch zukunftsaffin. In diesem Band wird diese Kehrseite der Vergangenheitsorientierung in historischer und systematischer Perspektive entlang folgender Leitfragen untersucht: Wie können Zukunftsreflexionen in Genres analytisch und konzeptionell gefasst werden, die nicht programmatisch dem Zukunftssujet verpflichtet sind? Wie ist das Wissen um Zukunft organisiert und ästhetisch strukturiert? Wie verhält sich eine solche implizite ästhetische Problematisierung von Zukunft gegenüber expliziten Zukunftsmodellen der entstehenden Science Fiction?
Du sollst nicht essen
(2024)
Zwar sind Menschen biologisch gesehen Allesesser, dennoch gibt es keine Gemeinschaft, die alle ihr zur Verfügung stehenden Nahrungsmittel voll ausschöpft. Immer wird etwas nicht gegessen. Warum wir nicht essen, was wir nicht essen – das beleuchtet dieser Sammelband aus neuro-, ernährungs-, gesellschafts- und religionswissenschaftlicher Perspektive. Ein „religiöser Nutriscore“ gibt Auskunft über die wichtigsten Verzichtsregeln in Judentum, Christentum und Islam. Eine Fotostrecke veranschaulicht, wie bestimmte Speisen zu Festen und Feiertagen zu einem heiligen Essen werden. Nicht zuletzt werden Wege aufgezeigt, wie Menschen, die verschiedene Speiseregeln befolgen, dennoch zusammen essen können – inklusive Praxistest in der Unimensa.
Während zur Geschichte des Strafrechts in der alten Bundesrepublik bislang lediglich überblicksartige Gesamtdarstellungen und Monographien zu einzelnen Deliktsbereichen existierten, nimmt dieser Band einige prägnante Facetten des Besonderen Teils detailreich in den Blick und setzt damit das Projekt fort, das die Herausgeber 2020 mit dem bereits erschienenen Band zum Allgemeinen Teil begonnen haben. Auch hier interessieren die einzelnen Teilbereiche weniger dogmengeschichtlich als in ihrer Interaktion mit der Strafrechtswissenschaft, -praxis, -politik und gesellschaftlichen Veränderungen. Die individuellen Zugänge, die die Autorinnen und Autoren hierzu gesucht haben, sollen in ihrer methodischen Vielfalt durchaus als Experiment verstanden werden.