Das L3S ist ein Forschungszentrum für grundlagen- und anwendungsorientierte Forschung im Bereich Digitale Transformation sowie Data- und Web-Science. L3S-Forscher entwickeln zukunftsweisende Methoden und Informationstechnologien für intelligente, zuverlässige und verantwortungsvolle Systeme, welche zur Gestaltung der digitalen Transformation und zur nachhaltigen Innovation beitragen. Der Wissentransfer in Wirtschaft, Politik und Gesellschaft bildet einen zentralen Baustein der Aktivitäten des L3S.

Das L3S erforscht die Auswirkungen des digitalen Wandels, um aus den Erkenntnissen Handlungsoptionen, -empfehlungen sowie Innovationsstrategien für die Wirtschaft, die Politik und Gesellschaft herzuleiten. Durch Forschung, Entwicklung und Beratung trägt das L3S gemeinsam mit seinen Partnern zur digitalen Transformation insbesondere in den Bereichen Mobilität, Gesundheit, Produktion und Bildung bei.

Das L3S ist eine gemeinsame Einrichtung der Leibniz Universität Hannover und der Technischen Universität Braunschweig mit rund 150 Wissenschaftlern aus unterschiedlichen Disziplinen an Universitäten und einem Leibniz-Institut (der TIB). Das aktuelle jährliche Drittmittelvolumen des L3S beträgt etwa 6 Mio. Euro, Niedersachsen fördert das L3S zusätzlich mit jährlich etwa 2 Mio. Euro. Das L3S wurde 2011 und 2014 vom Wissenschaftsrat als exzellente Einrichtung evaluiert, führend im Bereich Web Science.

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• An impulsive geomagnetic effect from an early-impulsive flare. Hudson, Hugh S.; Cliver, Edward. W.; Fletcher, Lyndsay; Diver, Declan A.; Gallagher, Peter T.; Li, Ying; Osborne, Christopher M. J.; Stark, Craig; Su, Yang (2024).
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• A new Activity Monitor for Aquatic Zooplankter (AMAZE) allows the recording of swimming activity in wild-caught Antarctic krill (Euphausia superba). Hüppe, Lukas; Bahlburg, Dominik; Busack, Michael; Lemburg, Johannes; Payton, Laura; Reinhard, Nils; Rieger, Dirk; Helfrich-Förster, Charlotte; Meyer, Bettina (2024). 14(1) 16963.
• Home Exercise Programme Better Treatment Outcomes PT.in, Smart (Smartpt.in, ed.) (2024).
• Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control. Blatt, Alexander; Krishnan, Aravind; Klakow, Dietrich (2024).
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• Finding a Good Psychiatrist: Essential Tips for Mental Health Care. Grunebaum, Dr. Laurie (D. L. Grunebaum, ed.) (2024).
• Optimizing CNN-BiGRU Performance: Mish Activation and Comparative Analysis. Technical Report (PhD dissertation), BENCHAMA, Asmaa (2024, May).
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• Blockchain Enforced Attribute based Access Control with ZKP for Healthcare Service. Technical Report (PhD dissertation), Krenzer, Emil (2024, May).
• A two-sorted theory of nilpotent Lie algebras. d’Elbée, Christian; Müller, Isabel; Ramsey, Nicholas; Siniora, Daoud (2024).
• Am I the odd one? Exploring (in)congruencies in the realism of avatars and virtual others in virtual reality. Mal, David; Döllinger, Nina; Wolf, Erik; Wenninger, Stephan; Botsch, Mario; Wienrich, Carolin; Latoschik, Marc Erich (2024). 5

  Virtual humans play a pivotal role in social virtual environments, shaping users’ VR experiences. The diversity in available options and users’ individual preferences can result in a heterogeneous mix of appearances among a group of virtual humans. The resulting variety in higher-order anthropomorphic and realistic cues introduces multiple (in)congruencies, eventually impacting the plausibility of the experience. However, related work investigating the effects of being co-located with multiple virtual humans of different appearances remains limited. In this work, we consider the impact of (in)congruencies in the realism of a group of virtual humans, including co-located others (agents) and one’s self-representation (self-avatar), on users’ individual VR experiences. In a 2 × 3 mixed design, participants embodied either (1) a personalized realistic or (2) a customized stylized self-avatar across three consecutive VR exposures in which they were accompanied by a group of virtual others being either (1) all realistic, (2) all stylized, or (3) mixed between stylized and realistic. Our results indicate groups of virtual others of higher realism, i.e., potentially more congruent with participants’ real-world experiences and expectations, were considered more human-like, increasing the feeling of co-presence and the impression of interaction possibilities. (In)congruencies concerning the homogeneity of the group did not cause considerable effects. Furthermore, our results indicate that a self-avatar’s congruence with the participant’s real-world experiences concerning their own physical body yielded notable benefits for virtual body ownership and self-identification for realistic personalized avatars. Notably, the incongruence between a stylized self-avatar and a group of realistic virtual others resulted in diminished ratings of self-location and self-identification. This suggests that higher-order (in)congruent visual cues that are not within the ego-central referential frame of one’s (virtual) body, can have an (adverse) effect on the relationship between one’s self and body. We conclude on the implications of our findings and discuss our results within current theories of VR experiences, considering (in)congruent visual cues and their impact on the perception of virtual others, self-representation, and spatial presence
• Looking forwards and backwards: Dynamics and genealogies of locally regulated populations. Etheridge, Alison M.; Kurtz, Thomas G.; Letter, Ian; Ralph, Peter L.; Lung, Terence Tsui Ho (2024). 29(none) 1–85.

  We introduce a broad class of mechanistic spatial models to describe how spatially heterogeneous populations live, die, and reproduce. Individuals are represented by points of a point measure, whose birth and death rates can depend both on spatial position and local population density, defined at a location to be the convolution of the point measure with a suitable non-negative integrable kernel centred on that location. We pass to three different scaling limits: an interacting superprocess, a nonlocal partial differential equation (PDE), and a classical PDE. The classical PDE is obtained both by a two-step convergence argument, in which we first scale time and population size and pass to the nonlocal PDE, and then scale the kernel that determines local population density; and in the important special case in which the limit is a reaction-diffusion equation, directly by simultaneously scaling the kernel width, timescale and population size in our individual based model. A novelty of our model is that we explicitly model a juvenile phase. The number of juveniles produced by an individual depends on local population density at the location of the parent; these juvenile offspring are thrown off in a (possibly heterogeneous, anisotropic) Gaussian distribution around the location of the parent; they then reach (instant) maturity with a probability that can depend on the local population density at the location at which they land. Although we only record mature individuals, a trace of this two-step description remains in our population models, resulting in novel limits in which the spatial dynamics are governed by a nonlinear diffusion. Using a lookdown representation, we are able to retain information about genealogies relating individuals in our population and, in the case of deterministic limiting models, we use this to deduce the backwards in time motion of the ancestral lineage of an individual sampled from the population. We observe that knowing the history of the population density is not enough to determine the motion of ancestral lineages in our model. We also investigate (and contrast) the behaviour of lineages for three different deterministic models of a population expanding its range as a travelling wave: the Fisher-KPP equation, the Allen-Cahn equation, and a porous medium equation with logistic growth.
• Habitat niches of bird species along a recovery gradient in the Chocó tropical forest. Falconí-López, Ana; Mitesser, Oliver; Martin Schaefer, H.; Blüthgen, Nico; Busse, Annika; Feldhaar, Heike; Freile, Juan; Gelis, Rudy; Grella, Nina; Heibl, Christoph; Kortmann, Mareike; Newell, Felicity L.; Rabl, Dominik; Schleuning, Matthias; Seibold, Sebastian; Şekercioğlu, Çağan H.; Tinoco, Boris A.; Tremlett, Constance J.; Müller, Jörg; Donoso, David A. (2024). 166 112260.
• Optimal fissioning strategies of social insects with respect to colony dynamics and nest founding probability. Hovestadt, T.; Kohl, P.; Mitesser, O. (2024). 71(2) 171–183.

  Social insects demonstrate two fundamentally different modes of reproduction, independent colony foundation (ICF) by single fertilized queens or dependent colony foundation (DCF) by fissioning of existing colonies into two or several new colonies (swarms). In some species, both reproductive modes occur in parallel. The benefits and disadvantages of DCF vs. ICF have been widely discussed and been subject to empirical studies, but a formal theoretical treatment of the topic is still incomplete. Taking honey bees as example, we provide a resource allocation model of colony dynamics to analyze the ecological conditions under which DCF may be favored over ICF. Using mathematical and numerical methods, we show that it critically depends on the survivorship function linking swarm size to the probability of swarm establishment whether ICF or DCF results in a higher output of surviving new colonies. Because building larger swarms requires larger inter-swarm time intervals, DCF can only be a better strategy if this disadvantage is over-compensated for by a strong size-dependent swarm survivorship and survival of single queens is very low. Colony growth rate has no effect on this decision and the impact of maximum possible colony size is negligible. Further, there is a discontinuity in the optimal swarm size, so that either a swarm size of 1 (ICF) is the best strategy, or emitting swarms of considerable size (DCF). Consequently, a direct evolutionary transition from ICF to DCF appears unlikely and may have been triggered by selective pressures promoting movement of complete nests or distributing single colonies over several nests (polydomy).
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• Isothermal Phase Transitions in Liquid Crystals Driven by Dynamic Covalent Chemistry. Martínez, Daniel; Schlossarek, Tim; Würthner, Frank; Soberats, Bartolome (2024). 63(26)

  The dynamic nature of calamitic liquid crystals is exploited to perform isothermal phase transitions driven by dynamic covalent chemistry. For this purpose, nematic (N) arrays based on aldehyde 1 were treated with different amines (A–E) in an on-surface process, which resulted in different isothermal phase transitions. These phase transformations were caused by in situ imination reactions and are dependent on the nature of the added amine. Transitions from the N to crystal (1A, 1E), isotropic (1B), and smectic (Sm) (1C, 1D) phases were achieved, while the resulting materials feature thermotropic liquid crystal behavior. A sequential trans- formation from the N 1 to the Sm 1C and then to the N 1B was achieved by coupling an imination to a transimination processes and adjusting the temperature. All of these processes were well characterized by micro- scopic, spectroscopic, and X-ray techniques, unlocking not only the constitutional but also the structural aspects of the phase transitions. This work provides new insights into designing constitutionally and structurally adaptable liquid crystal systems, paving the way toward the conception of programable evolutive pathways and adaptive materials.
• MPSDynamics.jl: Tensor network simulations for finite-temperature (non-Markovian) open quantum system dynamics. Lacroix, Thibaut; Dé, Brieuc Le; Riva, Angela; Dunnett, Angus J.; Chin, Alex W. (2024).
• OCR4all 1.0 – Flexible open-source OCR/HTR based on various single-step Solutions. Nöth, Maximilian; Baier, Herbert; Reul, Christian (2024).

  Recent progress in Automatic Text Recognition (ATR) has been bolstered by the continuous release of open-source implementations addressing individual steps of the workflow. Since the optimal approach varies depending on the material at hand and individual quality requirements, we argue that the next crucial step is the establishment of user-friendly software that facilitate flexible, integrative, and sustainablecombinations of current and future solutions. To this end, we introduce the fully reworked OCR4all which empowers even non-technical users to independently perform ATR achieving high-quality results. OCR4all is 100% open-source and integrates a variety of solutions, ensuring that users can leverage the best tools available for their specific needs.
• Evapotranspiration trends over the last 300 years reconstructed from historical weather station observations via machine learning. Shi, Haiyang (2024).
• Strony Internetowe Bieruń. Kaczorowski, Karol (2024).
• Strony Internetowe Żywiec. Kaczorowski, Karol (2024).
• Strony Internetowe Czechowice-Dziedzice. Kaczorowski, Karol (2024).
• Strony Internetowe Pszów. Kaczorowski, Karol (2024).
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• Tworzenie Stron Internetowych Włoszczowa. Kaczorowski, Karol (2024).
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• Strony Internetowe Suchedniów. Kaczorowski, Karol (2024).
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• Sequential Synthesis and Secondary Structure Analysis of Two Classes of Perylene Bisimide Oligomers. Teichmann, Ben; Liu, Bin; Hirsch, Marcel; Dubey, Rajeev K.; Würthner, Frank (2024). 26(26) 5544–5548.

  An iterative step-by-step synthetic approach is employed to form perylene bisimide (PBI) oligomers of defined sizes by connecting the PBI units through their imide positions via a benzyl linker. The versatility of this approach was showcased by its successful implementation on two different PBI building blocks to achieve two separate series of oligomers (up to the pentamer) with modulated conformations: one with an open random coil oligomer and one with an H-type foldamer architecture.
• Strony Internetowe Cieszyn. Kaczorowski, Karol (2024).
• Climate Change in Hell: Long-Term Variation in Transits of the Evaporating Planet K2-22b. Gaidos, E.; Parviainen, H.; Esparza-Borges, E.; Fukui, A.; Isogai, K.; Kawauchi, K.; de Leon, J.; Mori, M.; Murgas, F.; Narita, N.; Palle, E.; Watanabe, N. (2024).
• Why Custom Web Design and Development Services Are Essential for E-commerce Success. Sana (Sana, ed.) (2024).
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• Object Motion Manipulation and time perception in virtual reality. Landeck, Maximilian; Unruh, Fabian; Lugrin, Jean-Luc; Latoschik, Marc Erich (2024). 5

  This paper presents a novel approach to altering how time is perceived in Virtual Reality (VR). It involves manipulating the speed and pattern of motion in objects associated with timekeeping, both directly (such as clocks) and indirectly (like pendulums). Objects influencing our perception of time are called ‘zeitgebers‘; for instance, observing a clock or pendulum tends to affect how we perceive the passage of time. The speed of motion of their internal parts (clock hands or pendulum rings) is explicitly or implicitly related to the perception of time. However, the perceptual effects of accelerating or decelerating the speed of a virtual clock or pendulum in VR is still an open question. We hypothesize that the acceleration of their internal motion will accelerate the passage of time and that the irregularity of the orbit pendulum’s motion will amplify this effect. We anticipate that the irregular movements of the pendulum will lower boredom and heighten attention, thereby making time seem to pass more quickly. Therefore, we conducted an experiment with 32 participants, exposing them to two types of virtual zeitgebers exhibiting both regular and irregular motions. These were a virtual clock and an orbit pendulum, each operating at slow, normal, and fast speeds. Our results revealed that time passed by faster when participants observed virtual zeitgebers in the fast speed condition than in the slow speed condition. The orbit pendulum significantly accelerated the perceived passage of time compared to the clock. We believe that the irregular motion requires a higher degree of attention, which is confirmed by the significantly longer gaze fixations of the participants. These findings are crucial for time perception manipulation in VR, offering potential for innovative treatments for conditions like depression and improving wellbeing. Yet, further clinical research is needed to confirm these applications.
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• Definitions and symptoms of the post-COVID syndrome: an updated systematic umbrella review. Gutzeit, Julian; Weiß, M.; Nürnberger, C.; Lemhöfer, C.; Appel, K. S.; Pracht, E.; Reese, J.-P.; Lehmann, C.; Polidori, M. C.; Hein, G.; Deckert, J. (2024).

  Post-COVID syndrome (PCS) describes a persistent complex of symptoms following a COVID-19 episode, lasting at least 4 to 12 weeks, depending on the specific criteria used for its definition. It is often associated with moderate to severe impairments of daily life and represents a major burden for many people worldwide. However, especially during the first two years of the COVID-19 pandemic, therapeutic and diagnostic uncertainties were prominent due to the novelty of the disease and non-specific definitions that overlooked functional deficits and lacked objective assessment. The present work comprehensively examines the status of PCS definitions as depicted in recent reviews and meta-analyses, alongside exploring associated symptoms and functional impairments. We searched the database Pubmed for reviews and meta-analysis evaluating PCS in the period between May 31, 2022, to December 31, 2023. Out of 95 studies, 33 were selected for inclusion in our analyses. Furthermore, we extended upon prior research by systematically recording the symptoms linked with PCS as identified in the studies. We found that fatigue, neurological complaints, and exercise intolerance were the most frequently reported symptoms. In conclusion, over the past eighteen months, there has been a notable increase in quantity and quality of research studies on PCS. However, there still remains a clear need for improvement, particularly with regard to the definition of the symptoms necessary for diagnosing this syndrome. Enhancing this aspect will render future research more comparable and precise, thereby advancing and understanding PCS.
• The Benefits of Affordable Custom Website Design for Small Businesses. Sana (Sana, ed.) (2024).
• LANGUAGE CHARACTERISTICS SUPPORTING EARLY ALZHEIMER’S DIAGNOSIS THROUGH MACHINE LEARNING – A LITERATURE REVIEW. Gewald, Fabian Thaler;Heiko (2024). 10(1) 1–19.

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• Finite central extensions of o-minimal groups. Baro, Elías; Palacín, Daniel (2024).
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• Differential Shannon Entropies and Mutual Information in a Curve Crossing System: Adiabatic and Diabatic Decompositions. Schürger, P.; Engel, V. (2024). 20(12) 5012–5021.
• The dahliagram: an interdisciplinary tool for investigation, visualization, and communication of past human-environmental interaction. Frachetti, Michael; Di Cosmo, Nicola; Esper, Jan; Khalidi, Lamya; Mauelshagen, Franz; Oppenheimer, Clive; Rohland, Eleonora; Büntgen, Ulf (2023). 9(47)
• Evolutionary Consequences of Seasonal Migration in North American Birds. Pegan, Teresa (2023).
• Where to Find the Best Hi-Vis Work Jacket?. Caan, Sam (2022).
• The Unsung Hero of Your Car’s Drivetrain: The Front Axle Shaft. Emmbros (2022).
• PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models. Rozemberczki, Benedek; Scherer, Paul; He, Yixuan; Panagopoulos, George; Riedel, Alexander; Astefanoaei, Maria; Kiss, Oliver; Beres, Ferenc; Lopez, and Guzman; Collignon, Nicolas; Sarkar, Rik (2021). 4564–4573.
• On zeroes in sign and signed rank tests. Dey, Rajarshi; Manjourides, Justin; Randles, Ronald H (2019). 15(2) 319–328.

  When zeroes (or ties within pairs) occur in data being analyzed with a sign test or a signed rank test, nonparametric methods textbooks and software consistently recommend that the zeroes be deleted and the data analyzed as though zeroes did not exist. This advice is not consistent with the objectives of the majority of applications. In most settings a better approach would be to view the tests as testing hypotheses about a population median. There are relatively simple p-values available that are consistent with this viewpoint of the tests. These methods produce tests with good properties for testing a different (often more appropriate) set of hypotheses than those addressed by tests that delete the zeroes.
• AN EVALUATION ON SELFISH BEHAVIOUR ATTACK AND JELLYFISH ATTACKS UNDER AODV ROUTING PROTOCOL. "Bhawna Singla1, A.K.Verma1; ", L.R.Raheja2 (2017). 7(2) 15–28.
• AI-Powered Recruitment: The Next Evolution. Martinez-Gil, Jorge (2017).

  The Human Resources industry is undergoing a revolution through the automation of tedious and time-consuming tasks. AI paradigms, such as deep neural networks and other machine learning methods, excel at making accurate predictions and analyzing vast amounts of information, making them ideal for addressing significant challenges in this field. This overview explores the transformation of the industry, including automatic candidate screening, bias removal in various processes, techniques for discovering potential employees, and new advances aimed at improving the candidate experience.
• A Framework for Summarization of Online Option Using Weighting Scheme More, Mugdha; Tidke, Bharat (2015, July).
• SENSE DISAMBIGUATION TECHNIQUE FOR PROVIDING MORE ACCURATE RESULTS IN WEB SEARCH. Jain, Rekha; Purohit, G. N. (2012). 3(3) 29–38.

  As the web is increasing exponentially, so it is very much difficult to provide relevant information to the information seekers. While searching some information on the web, users can easily fade out in rich hypertext. The existing techniques provide the results that are not up to the mark. This paper focuses on the technique that helps in offering more accurate results, especially in case of Homographs. Homograph is a word that shares the same written form but has different meanings. The technique that shows how senses of words can play an important role in offering accurate search results, is described in following sections. While adopting this technique user can receive only relevant pages on the top of the search result.
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  The four-volume set constitutes the refereed proceedings of the 13th International Conference on Human-Computer Interaction, HCII 2009. The revised papers presented were carefully reviewed and selected from numerous submissions. The papers accepted for presentation thoroughly cover the entire field of Human-Computer Interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. The papers of the fourth volume are organized in topical sections on elearning and education; games and entertainment; work, collaboration and business; advanced applications.
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  The four-volume set constitutes the refereed proceedings of the 13th International Conference on Human-Computer Interaction, HCII 2009. The revised papers presented were carefully reviewed and selected from numerous submissions. The papers accepted for presentation thoroughly cover the entire field of Human-Computer Interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. The papers of the fourth volume are organized in topical sections on elearning and education; games and entertainment; work, collaboration and business; advanced applications.
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  The four-volume set constitutes the refereed proceedings of the 13th International Conference on Human-Computer Interaction, HCII 2009. The revised papers presented were carefully reviewed and selected from numerous submissions. The papers accepted for presentation thoroughly cover the entire field of Human-Computer Interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. The papers of the fourth volume are organized in topical sections on elearning and education; games and entertainment; work, collaboration and business; advanced applications.
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  The four-volume set constitutes the refereed proceedings of the 13th International Conference on Human-Computer Interaction, HCII 2009. The revised papers presented were carefully reviewed and selected from numerous submissions. The papers accepted for presentation thoroughly cover the entire field of Human-Computer Interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. The papers of the fourth volume are organized in topical sections on elearning and education; games and entertainment; work, collaboration and business; advanced applications.
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