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2020

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Black Girls In 3d Disruptive, Defiant, And Disrespectful: Case Studies Of Culturally Responsive And Sustaining Classroom Management Practices In An Urban Middle School, Janeen Perry-Campbell Dec 2020

Black Girls In 3d Disruptive, Defiant, And Disrespectful: Case Studies Of Culturally Responsive And Sustaining Classroom Management Practices In An Urban Middle School, Janeen Perry-Campbell

Teaching & Learning Theses & Dissertations

Extensive research has been conducted on the disproportionate amount of suspensions that occur among Black boys, however, there is an emerging body of research that suggests that the rate of suspensions among Black girls is increasing. The most common behaviors that Black girls receive office referrals for, are subjective behaviors such as being disruptive, defiant, and disrespectful. (Nunn, 2018). The purpose of this study was to examine how Culturally Responsive Classroom Management (CRCM) strategies reduce the disproportionate amount of suspensions that Black girls received. This qualitative study conducted through case studies focused on how the teachers’ culturally responsive and sustaining …


Author Correction: Mitochondrial Genetic Variation Reveals Phylogeographic Structure And Cryptic Diversity In Trioza Erytreae (Scientific Reports, (2020), 10, 1, (8893), 10.1038/S41598-020-65880-7), Inusa Ajene, Fathiya M. Khamis, Gerhard Pietersen, Barbara Van Asch Dec 2020

Author Correction: Mitochondrial Genetic Variation Reveals Phylogeographic Structure And Cryptic Diversity In Trioza Erytreae (Scientific Reports, (2020), 10, 1, (8893), 10.1038/S41598-020-65880-7), Inusa Ajene, Fathiya M. Khamis, Gerhard Pietersen, Barbara Van Asch

All Peer-Reviewed Publications

An amendment to this paper has been published and can be accessed via a link at the top of the paper.


Local Management And Landscape Structure Determine The Assemblage Patterns Of Spiders In Vegetable Fields, Hafiz Sohaib Ahmed Saqib, Junhui Chen, Wei Chen, Gabor Pozsgai, Komivi Senyo Akutse, Muhammad Furqan Ashraf, Minsheng You, Geoff M. Gurr Dec 2020

Local Management And Landscape Structure Determine The Assemblage Patterns Of Spiders In Vegetable Fields, Hafiz Sohaib Ahmed Saqib, Junhui Chen, Wei Chen, Gabor Pozsgai, Komivi Senyo Akutse, Muhammad Furqan Ashraf, Minsheng You, Geoff M. Gurr

All Peer-Reviewed Publications

Both field- and landscape-scale factors can influence the predator communities of agricultural pests, but the relative importance and interactions between these scales are poorly understood. Focusing on spiders, an important taxon for providing biological control, we tested the influence of field- and landscape-scale factors on structuring the spider communities in a highly dynamic brassica agroecosystem. We found that local factors (pesticide-use and crop type) and forested landscape significantly influenced the abundance and species richness of spiders, whilst grassland patches significantly affected the spider species richness. Correlation results demonstrated that assemblage patterns of most spider families positively responded to the interplay …


Distribution Of Candidatus Liberibacter Species In Eastern Africa, And The First Report Of Candidatus Liberibacter Asiaticus In Kenya, Inusa J. Ajene, Fathiya M. Khamis, Barbara Van Asch, Gerhard Pietersen, Nurhussen Seid, Ivan Rwomushana, Fidelis L.O. Ombura, George Momanyi, Pole Finyange, Brenda A. Rasowo, Chrysantus M. Tanga, Samira Mohammed, Sunday Ekesi Dec 2020

Distribution Of Candidatus Liberibacter Species In Eastern Africa, And The First Report Of Candidatus Liberibacter Asiaticus In Kenya, Inusa J. Ajene, Fathiya M. Khamis, Barbara Van Asch, Gerhard Pietersen, Nurhussen Seid, Ivan Rwomushana, Fidelis L.O. Ombura, George Momanyi, Pole Finyange, Brenda A. Rasowo, Chrysantus M. Tanga, Samira Mohammed, Sunday Ekesi

All Peer-Reviewed Publications

Huanglongbing (HLB) is a serious disease of Citrus sp. worldwide. In Africa and the Mascarene Islands, a similar disease is known as African citrus greening (ACG) and is associated with the bacterium Candidatus Liberibacter africanus (Laf). In recent years, Candidatus Liberibacter asiaticus (Las) associated with the severe HLB has been reported in Ethiopia. Thus, we aimed to identify the Liberibacter species affecting citrus, the associated vectors in Eastern Africa and their ecological distribution. We assessed the presence of generic Liberibacter in symptomatic leaf samples by quantitative PCR. Subsequently, we sequenced the 50 S ribosomal protein L10 (rplJ) gene region in …


Existence And Stability Of The Doubly Nonlinear Anisotropic Parabolic Equation, Huashui Zhan, Zhaosheng Feng Dec 2020

Existence And Stability Of The Doubly Nonlinear Anisotropic Parabolic Equation, Huashui Zhan, Zhaosheng Feng

School of Mathematical & Statistical Sciences Faculty Publications

In this paper, we are concerned with a doubly nonlinear anisotropic parabolic equation, in which the diffusion coefficient and the variable exponent depend on the time variable t. Under certain conditions, the existence of weak solution is proved by applying the parabolically regularized method. Based on a partial boundary value condition, the stability of weak solution is also investigated.


Neurophysiological Correlates Of Dual Tasking In People With Parkinson's Disease And Freezing Of Gait, Conor Fearon, John Butler, Saskia Waechter, Isabelle Killane, Simon Kelly, Richard B Reilly, Timothy Lynch Dec 2020

Neurophysiological Correlates Of Dual Tasking In People With Parkinson's Disease And Freezing Of Gait, Conor Fearon, John Butler, Saskia Waechter, Isabelle Killane, Simon Kelly, Richard B Reilly, Timothy Lynch

Articles

Freezing of gait in people with Parkinson's disease (PwP) is associated with executive dysfunction and motor preparation deficits. We have recently shown that electrophysiological markers of motor preparation, rather than decision-making, differentiate PwP with freezing of gait (FOG +) and without (FOG -) while sitting. To examine the effect of locomotion on these results, we measured behavioural and electrophysiological responses in PwP with and without FOG during a target response time task while sitting (single-task) and stepping-in-place (dual-task). Behavioural and electroencephalographic data were acquired from 18 PwP (eight FOG +) and seven young controls performing the task while sitting and …


The Culturally Capitalised Graduate: Toward A Wider Reading Experience For Undergraduate Students, Sue Norton Dec 2020

The Culturally Capitalised Graduate: Toward A Wider Reading Experience For Undergraduate Students, Sue Norton

Books/Book Chapters

This essay considers higher education policy in Ireland that, in limited optional ways, is diversifying the undergraduate curriculum to incorporate wider reading across disciplines. Such policies, now gaining traction, aim to foster greater graduate employability, understood as the resilience and resourcefulness to secure positions in the workplace over time, and in fluctuating periods of supply and demand; they also support graduates to live more meaningfully in society. This essay’s three sections draw upon several sources including a business consultancy website, journal articles, and academic papers and reports. It extrapolates in particular from the research of Julia Preece and Anne-Marie Houghton …


Determining The Trophic Role Of Red Snapper (Lutjanus Campechanus) In Mississippi State Waters Using Stomach Content And Stable Isotope Analysis, Branden Kohler Dec 2020

Determining The Trophic Role Of Red Snapper (Lutjanus Campechanus) In Mississippi State Waters Using Stomach Content And Stable Isotope Analysis, Branden Kohler

Master's Theses

The goal of this study was to determine the diet composition, trophic position and ecological role of red snapper (Lutjanus campechanus) in Mississippi state waters utilizing stable isotopes (δ13C and δ15N) and stomach content analysis. Stable isotope analysis of fish and their prey can provide information on species-specific basal resource utilization, diet composition and trophic position which can improve food web models and inform fisheries management decisions. Particulate organic matter (POM), the presumed base of the food web, red snapper muscle tissue, and red snapper stomach contents were collected from 25 sites in 2016 and …


Motivators And Factors For Career Decision-Making In Speech Language Pathology Students, Ruth Crutchfield, Adriana T. Gomez, Zacarias Olivarez, Celeste N. Gonzalez, Alyssa L. Anglin Dec 2020

Motivators And Factors For Career Decision-Making In Speech Language Pathology Students, Ruth Crutchfield, Adriana T. Gomez, Zacarias Olivarez, Celeste N. Gonzalez, Alyssa L. Anglin

Communication Sciences & Disorders Faculty Publications

Career decision-making is a strenuous process that requires an individual to research and determine if the ends of the profession justify its means. Specifically, if the vocation of interest meets specific standards set by an individual. Literature review findings revealed eight subtopics that were salient: influencers/role models, demographics, perception of the profession, social belonging, personality type, curriculum approach, clinical experience and sense of urgency. To achieve an understanding of Communication Sciences and Disorders (COMD) student’s motivators and factors for career decision making, a survey was administered which consisted of 37 questions composed of inquiries regarding demographics, decision making and self-efficacy. …


Berth Allocation At Passenger Terminals: A Bundle Auction Approach, Dimitrios Konstantinos Giampouranis Dec 2020

Berth Allocation At Passenger Terminals: A Bundle Auction Approach, Dimitrios Konstantinos Giampouranis

Electronic Theses and Dissertations Archive

In this thesis we present a multi-round second price sealed-bid auction for the berth slot leasing for vessels (RoPax and/or cruise ships) at a public marine terminal. The auction mechanism is designed to maximize the port operator's profits by auctionng berth (time)slots in groups. The framework is being tested using simulation by varying the number of RoPax/cruise ship operating companies; the number o slots they bid for; and the mechanism design with regards to the winner determination, slot valuation, and max to min slot bid ration among the bidders. Results are compared to a single item multi-round second price auction …


Assessment Of The Potential Anti-Tumour Effect Of Salvia Triloba And The Combination Of Salvia Triloba And Paclitaxel On Ovarian Cancer: Skov3 Cell Line, Naela Adel Mohammed Dec 2020

Assessment Of The Potential Anti-Tumour Effect Of Salvia Triloba And The Combination Of Salvia Triloba And Paclitaxel On Ovarian Cancer: Skov3 Cell Line, Naela Adel Mohammed

Archived Theses and Dissertations

No abstract provided.


Detecting Hacker Threats: Performance Of Word And Sentence Embedding Models In Identifying Hacker Communications, Susan Mckeever, Brian Keegan, Andrei Quieroz Dec 2020

Detecting Hacker Threats: Performance Of Word And Sentence Embedding Models In Identifying Hacker Communications, Susan Mckeever, Brian Keegan, Andrei Quieroz

Conference papers

Abstract—Cyber security is striving to find new forms of protection against hacker attacks. An emerging approach nowadays is the investigation of security-related messages exchanged on deep/dark web and even surface web channels. This approach can be supported by the use of supervised machine learning models and text mining techniques. In our work, we compare a variety of machine learning algorithms, text representations and dimension reduction approaches for the detection accuracies of software-vulnerability-related communications. Given the imbalanced nature of the three public datasets used, we investigate appropriate sampling approaches to boost detection accuracies of our models. In addition, we examine how …


Language-Driven Region Pointer Advancement For Controllable Image Captioning, Annika Lindh, Robert J. Ross, John D. Kelleher Dec 2020

Language-Driven Region Pointer Advancement For Controllable Image Captioning, Annika Lindh, Robert J. Ross, John D. Kelleher

Conference papers

Controllable Image Captioning is a recent sub-field in the multi-modal task of Image Captioning wherein constraints are placed on which regions in an image should be described in the generated natural language caption. This puts a stronger focus on producing more detailed descriptions, and opens the door for more end-user control over results. A vital component of the Controllable Image Captioning architecture is the mechanism that decides the timing of attending to each region through the advancement of a region pointer. In this paper, we propose a novel method for predicting the timing of region pointer advancement by treating the …


Quantum Oscillations From Networked Topological Interfaces In A Weyl Semimetal, I. Lin Liu, Colin Heikes, Taner Yildirim, Chris Eckberg, Tristin Metz, Hyunsoo Kim, Sheng Ran, William D. Ratcliff, Johnpierre Paglione, For Full List Of Authors, See Publisher's Website. Dec 2020

Quantum Oscillations From Networked Topological Interfaces In A Weyl Semimetal, I. Lin Liu, Colin Heikes, Taner Yildirim, Chris Eckberg, Tristin Metz, Hyunsoo Kim, Sheng Ran, William D. Ratcliff, Johnpierre Paglione, For Full List Of Authors, See Publisher's Website.

Physics Faculty Research & Creative Works

Layered transition metal chalcogenides are promising hosts of electronic Weyl nodes and topological superconductivity. MoTe2 is a striking example that harbors both noncentrosymmetric Td and centrosymmetric T' phases, both of which have been identified as topologically nontrivial. Applied pressure tunes the structural transition separating these phases to zero temperature, stabilizing a mixed Td–T' matrix that entails a network of interfaces between the two nontrivial topological phases. Here, we show that this critical pressure range is characterized by distinct coherent quantum oscillations, indicating that the difference in topology between topologically nonvtrivial Td and T' phases gives …


Tuning Magnetic Confinement Of Spin-Triplet Superconductivity, Wen Chen Lin, Daniel J. Campbell, Sheng Ran, I. Lin Liu, Hyunsoo Kim, Andriy H. Nevidomskyy, David Graf, Nicholas P. Butch, Johnpierre Paglione Dec 2020

Tuning Magnetic Confinement Of Spin-Triplet Superconductivity, Wen Chen Lin, Daniel J. Campbell, Sheng Ran, I. Lin Liu, Hyunsoo Kim, Andriy H. Nevidomskyy, David Graf, Nicholas P. Butch, Johnpierre Paglione

Physics Faculty Research & Creative Works

Electrical magnetoresistance and tunnel diode oscillator measurements were performed under external magnetic fields up to 41 T applied along the crystallographic b axis (hard axis) of UTe2 as a function of temperature and applied pressures up to 18.8 kbar. In this work, we track the field-induced first-order transition between superconducting and magnetic field-polarized phases as a function of applied pressure, showing suppression of the transition with increasing pressure until the demise of superconductivity near 16 kbar and the appearance of a pressure-induced ferromagnetic-like ground state that is distinct from the field-polarized phase and stable at zero field. Together with …


Electrical Identification Of Innate Immune Cells, Rasha Ayman Nasser Dec 2020

Electrical Identification Of Innate Immune Cells, Rasha Ayman Nasser

Theses

This thesis is concerned with the electrical characterization of the key players of the innate immune cells. Innate immunity is basically the nonspecific immune response that is triggered by any foreign body that attacks the human system. The key players of the innate immune system are mainly dendritic cells and macrophages. Accurately classifying these cell types helps us understand the mechanism of the immune system thereby enabling the development of models to improve new prospects for therapeutics and diagnostics. The characterization described in this thesis is based on extracting the capacitance for each biological cell using I-V curves. The main …


Exploring The Instructional Emergent Writing Strategies Of The Emirati Kindergarteners: A Mixed Method Study, Warda Suliman Al Azri Dec 2020

Exploring The Instructional Emergent Writing Strategies Of The Emirati Kindergarteners: A Mixed Method Study, Warda Suliman Al Azri

Theses

This mixed-method study aimed at exploring the nature and the types of instructional emergent writing strategies applied by UAE kindergarten teachers in their classrooms. The study also fathomed the teachers’ views toward the practicality of the instructional emergent writing strategies and the challenges they encountered when teaching emergent writing using these strategies. The study used an exploratory sequential mixed method design. In the first phase of the study, a qualitative mean was used by carrying out semi-structured interviews with a purposive-selected sampling of kindergarten English teachers (n=5). The second phase of the study featured a collection of quantitative data using …


District Promotion Policies For Students With Disabilities: Examining Principal Interpretation And Implementation, Latoya Exum Floyd Dec 2020

District Promotion Policies For Students With Disabilities: Examining Principal Interpretation And Implementation, Latoya Exum Floyd

Educational Leadership & Workforce Development Theses & Dissertations

The number of students receiving special education services have steadily increased in the United States over the past decade. Students with disabilities (SWD) historically score lower on high stakes tests, and they require considerations beyond academic achievement for promotion. The growing number of SWD and accountability measures included in district promotion policies has resulted in a wide range of principal interpretation of district promotion policies. A principal’s interpretation of district promotion policies affects the district’s high school graduation and dropout rates. Therefore, unclear promotion policies can lead to inconsistent interpretation; which can lead to greater retentions and dropouts for SWD …


Deeply Virtual Compton Scattering At Hall A, Jefferson Lab, Mohamed Nuhman Hashir Rashad Dec 2020

Deeply Virtual Compton Scattering At Hall A, Jefferson Lab, Mohamed Nuhman Hashir Rashad

Physics Theses & Dissertations

The Standard Model of particle physics defines quarks and leptons as the basic building blocks of all matter. The interaction between them are mediated by force carrying gauge bosons. Quantum ChromoDynamics (QCD), the theory that explains the strong interaction is still not complete enough to derive the physical observables of a Quark-Gluon system from the fundamental degrees of freedom of it’s constituents. Experimentally observable single particle densities provide important insights into our understanding of the quark-gluon system and hence help fill in the gaps of QCD. Generalized Parton Distributions (GPDs) provide simultaneous information of both spacial and longitudinal momentum distributions …


Wicked Ideas For Wicked Problems: Marine Debris And The Complexity Of Governance, Dawn Helene Driesbach Dec 2020

Wicked Ideas For Wicked Problems: Marine Debris And The Complexity Of Governance, Dawn Helene Driesbach

Graduate Program in International Studies Theses & Dissertations

Myriad challenges regarding earth's common spaces, those unregulated by sovereign state authorities, mount and intensify as resources diminish and competition for commercial, scientific and security advantages increases; the pollution and degradation of those spaces simultaneously expands. Threats to the global commons complicate efforts to achieve international consensus which impedes attempts to develop effective governance. As an example, marine debris is a growing problem and is an existential threat to the global commons.

This dissertation aims to characterize marine debris as a wicked problem and explores the complexity of governance in the global ocean commons by answering two fundamental questions. Under …


Advances In The Understanding Of Sourcing And Fate Of Pyrogenic Organic Matter In The Environment, Aleksandar Ivaylov Goranov Dec 2020

Advances In The Understanding Of Sourcing And Fate Of Pyrogenic Organic Matter In The Environment, Aleksandar Ivaylov Goranov

Chemistry & Biochemistry Theses & Dissertations

With higher occurrences of forest fires worldwide, there has been an increase in scientific interest surrounding the chemistry of pyrogenic organic matter (pyOM). The main structural components of pyOM, the condensed aromatic compounds (ConAC), exhibit intriguing physico-chemical properties and have been one of the main focuses of biogeochemical research. The overwhelmingly large number of scientific articles regarding pyOM and ConAC are guided by the assumption that ConAC in the environment are exclusively of pyrogenic origin, even though some recent studies have suggested that some of these ConAC could also be derived from non-pyrogenic radical-driven processes. To evaluate this controversial proposition, …


Disrupting Education: High School Principals’ Efforts To Lead Disruptive Innovation And The Influence Of Isomorphic Mechanisms, Katie Cummings Catania Dec 2020

Disrupting Education: High School Principals’ Efforts To Lead Disruptive Innovation And The Influence Of Isomorphic Mechanisms, Katie Cummings Catania

Educational Leadership & Workforce Development Theses & Dissertations

Students today require skills and dispositions different from those of the past. Despite ongoing efforts to initiate change in schools through reform efforts, little has changed within educational institutions. Current reform efforts do, however, create conditions for principals to lead disruptive innovation within their schools. Research is limited on innovation implementation in education and the various ways isomorphic forces may hinder or contribute to the design and adoption of disruptive innovations. The purpose of this study was to examine how high school principals lead disruptive innovation. Additionally, this study sought to understand how the mechanisms of isomorphism influence the adoption …


The Effects Of Security Framing, Time Pressure, And Brand Familiarity On Risky Mobile Application Downloads, Cody Parker Dec 2020

The Effects Of Security Framing, Time Pressure, And Brand Familiarity On Risky Mobile Application Downloads, Cody Parker

Psychology Theses & Dissertations

The current study examined the effects of security system framing, time pressure, and brand familiarity on mobile application download behaviors, with an emphasis on risk taking. According to the Prospect Theory, people tend to engage in irrational decision making, and make qualitatively different decisions when information is framed in terms of gains and losses (i.e., the framing effect). Past research has used this framing effect to guide the design of a risk display for mobile applications (apps), with the purpose of communicating the potential risks and minimizing insecure app selections. Time pressure has been shown to influence the framing effect …


Onboard Autonomous Controllability Assessment For Fixed Wing Suavs, Brian Edward Duvall Dec 2020

Onboard Autonomous Controllability Assessment For Fixed Wing Suavs, Brian Edward Duvall

Mechanical & Aerospace Engineering Theses & Dissertations

Traditionally fixed-wing small Unmanned Arial Vehicles (sUAV) are flown while in direct line of sight with commands from a remote operator. However, this is changing with the increased popularity and ready availability of low-cost flight controllers. Flight controllers provide fixed-wing sUAVs with functions that either minimize or eliminate the need for a remote operator. Since the remote operator is no longer controlling the sUAV, it is impossible to determine if the fixed-wing sUAV has proper control authority. In this work, a controllability detection system was designed, built, and flight-tested using COTS hardware. The method features in-situ measurement and analysis of …


Not Too Hot, Not Too Cold, But Moderately Variable: The Influence Of Environmental Variability On Coral Thermal Tolerance, Courtney Nicole Klepac Dec 2020

Not Too Hot, Not Too Cold, But Moderately Variable: The Influence Of Environmental Variability On Coral Thermal Tolerance, Courtney Nicole Klepac

Biological Sciences Theses & Dissertations

Anthropogenic climate change is causing an increase in the frequency and severity of marine heat waves, resulting in declining health of coral reef ecosystems worldwide. Coral bleaching events – the breakdown in symbiosis between the coral host and their intracellular photosynthetic algae – are increasingly common in recent years and contribute to widespread losses in coral cover. However, bleaching and heat stress responses vary across spatial scales both within and among coral species. Coral populations native to highly variable environments can have greater bleaching resistance than corals from more stable habitats and corals transplanted into these variable reef sites can …


Secure Answer Book And Automatic Grading, Manoj Thulasidas Dec 2020

Secure Answer Book And Automatic Grading, Manoj Thulasidas

Research Collection School Of Computing and Information Systems

In response to the growing need to perform assessments online, we have developed a secure answer book, as well as a tool for automatically grading it for our course on spread- sheet modeling. We applied these techniques to a cohort of about 160 students who took the course last term. In this paper, we describe the design, implementation and the techniques employed to enhance both the security of the answer book and the ease, accuracy and consistency of grading. In addition, we summarize the experience and takeaways, both from the instructor and the student perspectives. Although the answer book and …


Jointly Optimizing Sensing Pipelines For Multimodal Mixed Reality Interaction, Darshana Rathnayake, Ashen De Silva, Dasun Puwakdandawa, Lakmal Meegahapola, Archan Misra, Indika Perera Dec 2020

Jointly Optimizing Sensing Pipelines For Multimodal Mixed Reality Interaction, Darshana Rathnayake, Ashen De Silva, Dasun Puwakdandawa, Lakmal Meegahapola, Archan Misra, Indika Perera

Research Collection School Of Computing and Information Systems

Natural human interactions for Mixed Reality Applications are overwhelmingly multimodal: humans communicate intent and instructions via a combination of visual, aural and gestural cues. However, supporting low-latency and accurate comprehension of such multimodal instructions (MMI), on resource-constrained wearable devices, remains an open challenge, especially as the state-of-the-art comprehension techniques for each individual modality increasingly utilize complex Deep Neural Network models. We demonstrate the possibility of overcoming the core limitation of latency--vs.--accuracy tradeoff by exploiting cross-modal dependencies -- i.e., by compensating for the inferior performance of one model with an increased accuracy of more complex model of a different modality. We …


Business Practice Of Social Media - Platform And Customer Service Adoption, Shujing Sun, Yang Gao, Huaxia Rui Dec 2020

Business Practice Of Social Media - Platform And Customer Service Adoption, Shujing Sun, Yang Gao, Huaxia Rui

Research Collection School Of Computing and Information Systems

This paper examines the key drivers in business adoptions of the platform and customer service within the context of social media. We carry out the empirical analyses using the decision trajectories of the international airline industry on Twitter. We find that a firm's decision-making is subject to both peer influence and consumer pressure. Regarding peer influence, we find that the odds of both adoptions increase when the extent of peers' adoption increases. We also identify the distinctive role of consumers. Specifically, before the platform adoption, firms learn about potential consequences from consumer reactions to peers' adoptions. Upon the platform adoption, …


Adelaidecyc At Semeval-2020 Task 12: Ensemble Of Classifiers For Offensive Language Detection In Social Media, Mahen Herath, Thushari Atapattu, Hoang Anh Dung, Christoph Treude, Katrina Falkner Dec 2020

Adelaidecyc At Semeval-2020 Task 12: Ensemble Of Classifiers For Offensive Language Detection In Social Media, Mahen Herath, Thushari Atapattu, Hoang Anh Dung, Christoph Treude, Katrina Falkner

Research Collection School Of Computing and Information Systems

This paper describes the systems our team (AdelaideCyC) has developed for SemEval Task 12 (OffensEval 2020) to detect offensive language in social media. The challenge focuses on three subtasks – offensive language identification (subtask A), offense type identification (subtask B), and offense target identification (subtask C). Our team has participated in all the three subtasks. We have developed machine learning and deep learning-based ensembles of models. We have achieved F1-scores of 0.906, 0.552, and 0.623 in subtask A, B, and C respectively. While our performance scores are promising for subtask A, the results demonstrate that subtask B and C still …


Designing Law To Enable Adaptive Governance Of Modern Wicked Problems, Barbara A. Cosens, J.B. Ruhl, Niko Soininen, Lance Gunderson Dec 2020

Designing Law To Enable Adaptive Governance Of Modern Wicked Problems, Barbara A. Cosens, J.B. Ruhl, Niko Soininen, Lance Gunderson

Vanderbilt Law Review

In the twenty-first century, our planet is facing a period of rapid and fundamental change resulting from human domination so extensive it is expected to be visible in the geologic record. The accelerating rate of change compounds the global social-ecological challenges already deemed “wicked” due to conflicting goals and scientific uncertainty. Understanding how connected natural and human systems respond to change is essential to understanding the governance required to navigate these modern wicked problems. This Article views change through the lens of complexity and resilience theories to inform the challenges of governance in a world dominated by such massive and …