Arbitrary Precision Printed Ternary Neural Networks with Holistic Evolutionary Approximation
Vojtech Mrazek, Konstantinos Balaskas, Paula Carolina Lozano Duarte
et al.
Printed electronics offer a promising alternative for applications beyond silicon-based systems, requiring properties like flexibility, stretchability, conformality, and ultra-low fabrication costs. Despite the large feature sizes in printed electronics, printed neural networks have attracted attention for meeting target application requirements, though realizing complex circuits remains challenging. This work bridges the gap between classification accuracy and area efficiency in printed neural networks, covering the entire processing-near-sensor system design and co-optimization from the analog-to-digital interface-a major area and power bottleneck-to the digital classifier. We propose an automated framework for designing printed Ternary Neural Networks with arbitrary input precision, utilizing multi-objective optimization and holistic approximation. Our circuits outperform existing approximate printed neural networks by 17x in area and 59x in power on average, being the first to enable printed-battery-powered operation with under 5% accuracy loss while accounting for analog-to-digital interfacing costs.
Industrial Organization
Don E. Waldman, Elizabeth J. Jensen
This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Industrial Organization: Theory and Practice–which features early coverage of Antitrust–punctuates its modern introduction to industrial organization with relevant empirical data and case studies to show readers how to apply theoretical tools.
Dealing with Corona virus anxiety and OCD
Ajay Kumar, Aditya Somani
The world is reeling under the crisis caused by corona virus disease (COVID-19), print, electronic and social media are flooded with numerous advisories issued by governments and other national & international agencies. While all this is being done with best of intentions so as to contain the spread of this viral disease, this is causing a significant negative impact on mental health of people specially person of obsessive-compulsive disorder with fear of contamination and excessive washing of hands.
The Toxicity Phenomenon Across Social Media
Rhett Hanscom, Tamara Silbergleit Lehman, Qin Lv
et al.
Social media platforms have evolved rapidly in modernity without strong regulation. One clear obstacle faced by current users is that of toxicity. Toxicity on social media manifests through a number of forms, including harassment, negativity, misinformation or other means of divisiveness. In this paper, we characterize literature surrounding toxicity, formalize a definition of toxicity, propose a novel cycle of internet extremism, list current approaches to toxicity detection, outline future directions to minimize toxicity in future social media endeavors, and identify current gaps in research space. We present a novel perspective of the negative impacts of social media platforms and fill a gap in literature to help improve the future of social media platforms.
Images of (in)security: Visualizing borders, migrants and control in Serbia's news media
Krstić Aleksandra
Media images of borders and their control have been one of the most dominant frames in reporting on the migrant crisis in European media and the negative coverage of the topic of migrants, presenting them as a threat to security and public health dominates media narratives around the world. This paper examines the way migrants and refugees have been portrayed on the borders of Serbia, a transit country alongside the Western Balkans migration corridor. The mixed method analysis is based on 300 images published in relevant national and regional print media and their online versions from 2015 until 2020. The results show that the visual depiction of walls, wires, control, law and order, modern technological equipment, security providers, and important political authorities have been often intensified with sensational headlines and tabloid coverage and at the same time confronted with images framing migrants as violent and deviant, threatening borders, people, and security.
Political science (General)
Digital Hegemony: Influencer Marketing in the Reproduction Process of the Dominant Ideology
Meriç Kılınç, Başak Nur Gökçam
This research examines the role of neoliberal ideology in media and cultural production processes. The primary aim is to determine how and to what extent values associated with neoliberalism—such as consumption, fashion, hedonism, individuality, competition and success, property and wealth, freedom, travel, beauty, entertainment, innovation, and technology—are represented in the influencers’ social media content. Given the significant influence of social media platforms on broad audiences, understanding this content’s impact on societal norms and values is crucial from cultural and social dynamics perspectives. The study employs qualitative content analysis, focusing on the Instagram posts of the 10 most popular influencers in Turkey. A total of 267 posts were coded, and the findings were evaluated using frequency and percentage calculations. The findings reveal that influencer content significantly promotes neoliberal values, including consumer culture, fashion and beauty standards, and the ideals of travel and freedom, beyond merely promoting products and services. This study is expected to highlight the role of influencer marketing in the reproduction of neoliberal values. This research contributes to the literature on media and cultural studies by providing a framework for understanding the impact of social media content on individuals and collective memory.
Print media, Organizational behaviour, change and effectiveness. Corporate culture
Understanding the Impact of Synergy in Multimedia Communications
P. Naik, K. Raman
588 sitasi
en
Computer Science
Time Interfaces in Bianisotropic Media
M. S. Mirmoosa, M. H. Mostafa, A. Norrman
et al.
Wave phenomena in bianisotropic media have been broadly scrutinized in classical electrodynamics, as these media offer additional degrees of freedom to engineer electromagnetic waves. However, all investigations concerning such systems have so far been limited to stationary (time-invariant) media. Temporally varying the magnetoelectric coupling manifesting bianisotropy engenders a unique prospect to manipulate wave-matter interactions in new ways. In this paper, we theoretically contemplate electromagnetic effects in weakly dispersive bianisotropic media of all classes when the corresponding magnetoelectric coupling parameter suddenly jumps in time, creating a time interface in spatially uniform bianisotropic media. We investigate scattering effects at such time interfaces, revealing novel polarization- and direction-dependent phenomena. We anticipate that our work paves the road for further exploration of time-varying bianisotropic metamaterials (metasurfaces) and bianisotropic photonic time crystals, thus opening up interesting possibilities to control wave polarization and amplitude in reciprocal and nonreciprocal manners.
Handwritten and Printed Text Segmentation: A Signature Case Study
Sina Gholamian, Ali Vahdat
While analyzing scanned documents, handwritten text can overlap with printed text. This overlap causes difficulties during the optical character recognition (OCR) and digitization process of documents, and subsequently, hurts downstream NLP tasks. Prior research either focuses solely on the binary classification of handwritten text or performs a three-class segmentation of the document, i.e., recognition of handwritten, printed, and background pixels. This approach results in the assignment of overlapping handwritten and printed pixels to only one of the classes, and thus, they are not accounted for in the other class. Thus, in this research, we develop novel approaches to address the challenges of handwritten and printed text segmentation. Our objective is to recover text from different classes in their entirety, especially enhancing the segmentation performance on overlapping sections. To support this task, we introduce a new dataset, SignaTR6K, collected from real legal documents, as well as a new model architecture for the handwritten and printed text segmentation task. Our best configuration outperforms prior work on two different datasets by 17.9% and 7.3% on IoU scores. The SignaTR6K dataset is accessible for download via the following link: https://forms.office.com/r/2a5RDg7cAY.
3D printed architected lattice structures by material jetting
Samantha Mora, Nicola M. Pugno, Diego Misseroni
High-precision 3D printing technology opens to almost endless opportunities to design complex shapes present in tailored architected materials. The scope of this work is to review the latest studies regarding 3D printed lattice structures that involve the use of photopolymers fabricated by Material Jetting (MJ), with a focus on the widely used Polyjet and MultiJet techniques. The main aspects governing this printing process are introduced to determine their influence during the fabrication of 3D printed lattices. Performed experimental studies, considered assumptions, and constitutive models for the respective numerical simulations are analyzed. Furthermore, an overview of the latest extensively studied 3D printed architected lattice materials is exposed by emphasizing their achieved mechanical performances through the use of Ashby plots. Then, we highlight the advantages, limitations, and challenges of the material jetting technology to manufacture tunable architected materials for innovative devices, oriented to several engineering applications. Finally, possible approaches for future works and gaps to be covered by further research are indicated, including cost and environmental-related issues.
Transformation and Challenges of Digital Journalism in Aceh
Fauzi Fauzi, Marhamah Marhamah, Shafira Ulfa Rahmani
Technological developments have changed the distribution pattern and access to information from conventional to digital media. Hence, digital journalism has an impact on the media industry and journalists. The purpose of this research is to analyze the transformation and challenges of digital journalism from the perspective of journalists in Aceh. This research uses a desciptive qualitative approach. Interviews were conducted with ten journalists in Aceh from print, radio, television, and online media. Validity of the data was tested using the technique of triangulation of sources and data analysis of the Miles and Huberman models, namely data reduction, presentation, and verification. The results of journalism platform research in the digital era adapt to media convergence. The journalism format incorporates text, video, and images. The challenge is maintaining the quality of journalism, both credibility, and accuracy. Journalists must improve their abilities and skills in using digital technology in order to survive.
Communication. Mass media
A Place Called Home
K. Papa, E. C. Smith
`Like an Animal I was Treated': Anti-Immigrant Metaphor in US Public Discourse
Otto Santa Ana
Printing variability of copy detection patterns
Roman Chaban, Olga Taran, Joakim Tutt
et al.
Copy detection pattern (CDP) is a novel solution for products' protection against counterfeiting, which gains its popularity in recent years. CDP attracts the anti-counterfeiting industry due to its numerous benefits in comparison to alternative protection techniques. Besides its attractiveness, there is an essential gap in the fundamental analysis of CDP authentication performance in large-scale industrial applications. It concerns variability of CDP parameters under different production conditions that include a type of printer, substrate, printing resolution, etc. Since digital off-set printing represents great flexibility in terms of product personalized in comparison with traditional off-set printing, it looks very interesting to address the above concerns for digital off-set printers that are used by several companies for the CDP protection of physical objects. In this paper, we thoroughly investigate certain factors impacting CDP. The experimental results obtained during our study reveal some previously unknown results and raise new and even more challenging questions. The results prove that it is a matter of great importance to choose carefully the substrate or printer for CDP production. This paper presents a new dataset produced by two industrial HP Indigo printers. The similarity between printed CDP and the digital templates, from which they have been produced, is chosen as a simple measure in our study. We found several particularities that might be of interest for large-scale industrial applications.
ANALISIS EFEKTIVITAS DAN KONTRIBUSI PAJAK REKLAME PRODUK ROKOK TERHADAP PENDAPATAN ASLI KOTA MAGELANG
Betari Maharani, Anissa Hakim Purwantini, Siti Noor Khikmah
Abstrak
Prevalensi merokok pada remaja di Kota Magelang semakin tinggi. Peningkatan prevalensi merokok pada remaja, salah satunya disebabkan oleh iklan rokok di sosial media maupun media cetak seperti reklame. Reklame merupakan objek pajak bagi pemerintah daerah yang nilainya cukup signifikan. Tujuan penelitian ini adalah melakukan analisis efektivitas dan kontribusi pajak reklame produk rokok di wilayah Magelang terhadap Pendapatan Asli Daerah. Metode yang digunakan dalam penelitian ini adalah metode deskriptif dengan studi lapangan serta studi kepustakaan. Hasil penelitian menunjukkan bahwa penerimaan pajak reklame efektif untuk mendanai pengeluaran pemerintah. Kontribusi pajak reklame produk rokok terhadap penerimaan pendapatan jenis pajak reklame dan pajak daerah cukup besar. Akan tetapi, kontribusi pajak reklame produk rokok terhadap Pendapatan Asli Daerah tergolong masih rendah, namun mengalami peningkatan dari tahun 2019 hingga 2020.
Kata Kunci: Pendapatan Asli Daerah, Pajak Reklame Produk Rokok, Efektifitas Pajak
Abstract
The prevalence of smoking among adolescents in Magelang City is increasing. The increasing prevalence of smoking in adolescents, caused by cigarette advertisements on social media and print media such as billboards. Advertising is a tax object for local governments which has significant values. The purpose of this study was to analyze the effectiveness and contribution of cigarette advertising tax in the Magelang City to local revenue. The method used in this research is a descriptive qualitative with field studies and literature studies. The results showed that the advertisement tax revenue was effective to fund government spending. The contribution of cigarette product advertisement tax to the revenue of advertisement tax and local tax is quite large. The contribution of cigarette product advertisement tax to local revenue Income is small, but has increased from 2019 to 2020.
Keywords: Local Revenue, Local Taxes, Cigarette Advertising Taxes, Effectiveness of Tax,
Conducting Interviews for News Stories
Ricky Telg, Lisa Lundy
This publication on interviews for news stories is the fifth of a five-part series on news media writing. This series also covers an introduction to news media writing, news writing for print, grammar and punctuation, and news writing for television and radio. Minor revision by Ricky Telg and Lisa Lundy and published by the UF/IFAS Department of Agricultural Education and Communication. 3pp.
Agriculture (General), Plant culture
Use of 3D printing in astronomical mirror fabrication
Melanie Roulet, Carolyn Atkins, Emmanuel Hugot
et al.
In this paper we are exploring the possibilities of 3D printing in the fabrication of mirrors for astronomy. Taking the advantages of 3D printing to solve the existing problems caused by traditional manufacturing, two proof-of-concept mirror fabrication strategies are investigated in this paper. The First concept is a deformable mirror with embedded actuator supports system to minimise errors caused by the bonding interfaces during mirror assembly. The second concept is the adaption of the Stress Mirror Polishing (SMP) technique to a variety of mirror shapes by implemented a printed thickness distribution on the back side of the mirror. Design investigations and prototypes plans are presented for both studies.
en
astro-ph.IM, physics.optics
Regulation, migration and expectation: internationally qualified health practitioners in Australia—a qualitative study
Melissa Cooper, Philippa Rasmussen, Judy Magarey
Abstract Background The global movement of internationally qualified health practitioners (IQHPs), seeking to live and work outside of their place of origin, is subject to considerable study and scrutiny. Extensive published material exists, from government enquiries and print news media articles to peer-reviewed papers, reporting on the views and impacts of migration and practitioner registration. Unsurprisingly much of the research focuses on the two largest groups of health professionals, international medical graduates (IMG) and internationally qualified nurses (IQN). This paper presents a unique case study examining the challenges and complexities of navigating the regulatory processes for skilled migration and practitioner registration in Australia. Discussion The study comprised a review and analysis of the current policy frameworks, standards and assessment models applied by regulators affecting skilled migration and registration of IQHPs. To target the triangulated themes of regulation, experience and expectations, a phenomenological component was also conducted with the mapping of shared experiences of four key participant groups comprising the following: assessors operationalising the current policies and processes governing skilled migration and registration, educators offering preparatory and training programs to IQHP, workforce agencies engaging with and recruiting IQHP and internationally qualified doctors, nurses and midwives. The study was informed by rich qualitative data extracted from twenty-eight in-depth semi-structured participant interviews. Key themes and points of intersection between participant experiences and the regulatory frameworks were identified using theory and data-driven coding and thematic analysis via the NVivo 12 plus software. Conclusion From studying the complexities of the current regulatory processes for skilled migration and practitioner registration and informed by participants with first-hand knowledge and experience, this research found a clear argument for a re-examination and update of the current regulatory requirements for IQHP. Without greater innovation, harmonisation, evidence-based solutions and reform, it is likely that Australian regulators, policymakers, employers, and the nursing, midwifery and medical professions at large will continue to experience challenges in registering, employing and supporting IQHP, while maintaining the safety of the public requiring care in the Australian healthcare system.
Medicine (General), Public aspects of medicine
Evolution of 3D Printing Methods and Materials for Electrochemical Energy Storage
Vladimir Egorov, Umair Gulzar, Yan Zhang
et al.
Additive manufacturing has revolutionized the building of materials direct from design, allowing high resolution rapid prototyping in complex 3D designs with many materials. 3D printing hasenabled high strength damage-tolerant structures, bioprinted artificial organs and tissues, ultralight metals, medicine, education, prosthetics, architecture, consumer electronics,and as a prototyping tool for engineers and hobbyists alike. 3D printing has emerged as a useful tool for complex electrode and material assembly method for batteries and supercapacitors in recent years. The field initially grew from extrusion-based methods such as fused deposition modelling, and evolved to photopolymerization printing of intricate composites, while supercapacitor technologies less sensitive to solvents more often involved material jetting processes. Underpinning every part of a 3D printable battery and many other devices is the printing method and the nature of the feed material. Material purity, printing fidelity, accuracy, complexity, and the ability to form conductive, ceramic, glassy, or solvent-stable plastics relies on the nature of the feed material or composite to such an extent, that the future of 3D printable batteries and electrochemical energy storage devices will depend on materials and printing methods that are co-operatively informed by the requirements of the device and how it is fabricated. In this Perspective, we address the materials and methods requirements in 3D printable batteries and supercapacitors and outline requirements for the future of the field by linking existing performance limitations to the requirements of printable energy storage materials, casing materials and the direct printing of electrodes and electrolytes. We also look to the future by taking inspiration from additive manufacturing, to posit links between materials and printing methods to allow new form factor cells.
en
physics.app-ph, cond-mat.mtrl-sci
Experiments in Social Media
Toby Walsh
Social media platforms like Facebook and Twitter permit experiments to be performed at minimal cost on populations of a size that scientists might previously have dreamt about. For instance, one experiment on Facebook involved over 60 million subjects. Such large scale experiments introduce new challenges as even small effects when multiplied by a large population can have a significant impact. Recent revelations about the use of social media to manipulate voting behaviour compound such concerns. It is believed that the psychometric data used by Cambridge Analytica to target US voters was collected by Dr Aleksandr Kogan from Cambridge University using a personality quiz on Facebook. There is a real risk that researchers wanting to collect data and run experiments on social media platforms in the future will face a public backlash that hinders such studies from being conducted. We suggest that stronger safe guards are put in place to help prevent this, and ensure the public retain confidence in scientists using social media for behavioural and other studies.