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Over 1 Lakh Migrants To Return UP On 114 Trains By Saturday: Official

Over 1 lakh migrant workers from Uttar Pradesh stranded in different parts of the country following the coronavirus-induced lockdown will return to the state by Saturday night on 114 trains, a senior...




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Samajwadi Party Founder Mulayam Singh Yadav Discharged From Hospital

Former Uttar Pradesh chief minister and Samajwadi Party founder Mulayam Singh Yadav was discharged from a Lucknow hospital where he was admitted after he complained of stomach and urine-related...




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Man, Accused Of Being Coronavirus Carrier, Attacked In UP's Aligarh: Cops

A 25-year-old man was attacked outside a chemist store in Aligarh on suspicions that he was a "coronavirus carrier", police said.




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Updates: Central Teams To Visit 10 States With High COVID-19 Cases

Coronavirus India Live Updates:Over 3,000 people tested positive for novel coronavirus or COVID-19 in India in 24 hours, taking the total to 59,662 cases, the Union Health Ministry said this morning....




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Blog: When We Return To Cinemas, This Is What A PVR Will Look Like

The post-COVID era of movie-going will require collective efforts from audiences, production houses, cinema owners and the central and state governments; the revival of the movie-going experience to...




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A New Motorable Route In Uttarakhand Brings Kailash Mansarovar Closer

Border Roads Organisation has completed the construction of road from Dharchula to Lipulekh on China Border.




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Officials Say No Community Transmission, Concerns Over 3 Cluster Outbreaks

As the government says India has been able to prevent community transmission of the coronavirus, there are concerns about at least three different clusters of cases in Delhi, in which the primary...




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"Outbreak Big Test That Revealed China's Shortcomings": Top Officer

The coronavirus outbreak exposed "shortcomings" in China's public healthcare system, a top health official admitted Saturday, saying that reforms are underway to improve the country's disease...




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Central Teams To Visit 10 States With High Coronavirus Cases

The Union health Ministry will send central teams to 10 states with surging coronavirus cases, the ministry said in a statement.




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Chennai Pharmacist Dies After Drinking Chemical He Made To Treat COVID-19

A pharmacist died and his boss was left hospitalised after the pair drank a chemical concoction they had developed in an effort to treat coronavirus, police said Saturday. The men worked for a herbal...




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Ajit Jogi Suffers Cardiac Arrest, Put On Ventilator, Condition "Serious"

Former Chhattisgarh Chief Minister Ajit Jogi has been admitted to a hospital in Raipurafter he suffered a cardiac arrest at his home this afternoon. His condition is said to be "serious" and is on...




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Bengal To Receive 8 Trains Carrying Thousands Of Migrants From 4 States

The West Bengal government has agreed to allow eight trains to bring migrants home from four states, the Railway Ministry tweeted today. It said Bengal had until now allowed only two "Shramik"...




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Coronavirus : एपीएमसीला करोनाचा विळखा

दोन दिवसांत दहा नवे रुग्ण; बाजार सुरूच राहणार




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Coronavirus : नवी मुंबईत दिवसभरात २४ रुग्ण

नवी मुंबई शहरात पाच दिवसांपासून करोनाबाधितांच्या संख्येत वाढ होत असून गुरुवारी २४ रुग्ण वाढले.




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Coronavirus : कोपरखैरणे करोनाचे हॉटस्पॉट

आतापर्यंत ७० रुग्ण; दाट लोकवस्ती असल्याने संसर्गाची चिंता




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Coronavirus : नवी मुंबईच्या रुग्ण दुपटीचा वेग सहा दिवसांवर

अवघ्या १२ दिवसांत रुग्णसंख्या शंभरवरून चारशेवर




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Coronavirus : नाशिकमध्ये करोनाचा पहिला मृत्यू

जिल्ह्य़ात नव्याने पाच रुग्ण




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Coronavirus : जिल्ह्य़ातील करोनाग्रस्तांची संख्या ४७० वर

मालेगाव येथे २४ तासांत ६६ नवे रुग्ण




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Coronavirus : जिल्ह्य़ात करोनाबाधितांची संख्या ५११ हून अधिक

शहरासह येवला, मालेगाव, सिन्नर आणि इतर भागात करोनाग्रस्तांची भर पडत आहे




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Coronavirus : करोना रोखण्यासाठी जबाबदारी निश्चित

नाशिकची जबाबदारी महापालिका आयुक्तांकडे




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Drug proves effective against coronavirus in US study

An experimental drug has proved effective against the new coronavirus in a major study, shortening the time it takes for patients to recover by four days on average, U.




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Career Services from Delaware Department of Labor available at select public libraries

The Delaware Division of Libraries and Delaware Department of Labor (DOL) rolled out the partnership in February 2019 to be able to reach out to more residents who may be in need of services but can’t travel to Department of Labor locations. With the many computers available at libraries, a staff member can offer residents […]




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Delaware moves to crack down on workplace fraud, improve oversight of contractors

WILMINGTON – Gov. John Carney signed a bill Tuesday that will clarify and enforce workplace fraud rules and create a new registry to oversee contractor activity in the First State. Senate Substitute 1 for Senate Bill 95 passed the Delaware General Assembly earlier this year with nearly unanimous support and incorporates recommendations from a 2018 […]



  • Department of Labor


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Governor Carney Launches Delaware One Stop to Help Entrepreneurs Start, Operate, and Grow Businesses

Delaware One Stop is a convenient, centralized transactional platform created to help business owners work through the necessary steps to begin operation in Delaware.




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Delaware Dept. of Labor, Vo-Techs Host Adult Education Apprenticeship Open House for National Apprenticeship Week

WILMINGTON, DE – The Delaware Department of Labor will be celebrating the Fifth Annual National Apprenticeship Week (NAW) with three open house events, one in each county throughout the state from 6 – 7 pm to showcase the value of apprenticeship in the community. Secretary Cerron Cade from The Delaware Department of Labor will be […]




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Review of: Modelling Transitions: Virtues, Vices, Visions of the Future

Review of: Modelling Transitions: Virtues, Vices, Visions of the Future by Moallemi, Enayat A. and de Haan, Fjalar J. (Eds.), reviewed by Cesar Garcia-Diaz




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Review of: Multi-Agent-Based Simulation XIX. 19th International Workshop, MABS 2018, Stockholm, Sweden, July 14, 2018, Revised Selected Papers

Review of: Multi-Agent-Based Simulation XIX. 19th International Workshop, MABS 2018, Stockholm, Sweden, July 14, 2018, Revised Selected Papers by Davidsson, Paul, Verhagen, Harko (Eds.), reviewed by Patrycja Antosz




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Review of: Inventing Future Cities

Review of: Inventing Future Cities by Michael Batty, reviewed by Andreas Koch




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Review of: How Behavior Spreads: The Science of Complex Contagions

Review of: How Behavior Spreads: The Science of Complex Contagions by Centola, Damon, reviewed by Srebrenka Letina




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Estimating Spatio-Temporal Risks from Volcanic Eruptions Using an Agent-Based Model

J Jumadi, Nick Malleson, Steve Carver and Duncan Quincey: Managing disasters caused by natural events, especially volcanic crises, requires a range of approaches, including risk modelling and analysis. Risk modelling is commonly conducted at the community/regional scale using GIS. However, people and objects move in response to a crisis, so static approaches cannot capture the dynamics of the risk properly, as they do not accommodate objects’ movements within time and space. The emergence of Agent-Based Modelling makes it possible to model the risk at an individual level as it evolves over space and time. We propose a new approach of Spatio-Temporal Dynamics Model of Risk (STDMR) by integrating multi-criteria evaluation (MCE) within a georeferenced agent-based model, using Mt. Merapi, Indonesia, as a case study. The model makes it possible to simulate the spatio-temporal dynamics of those at risk during a volcanic crisis. Importantly, individual vulnerability is heterogeneous and depends on the characteristics of the individuals concerned. The risk for the individuals is dynamic and changes along with the hazard and their location. The model is able to highlight a small number of high-risk spatio-temporal positions where, due to the behaviour of individuals who are evacuating the volcano and the dynamics of the hazard itself, the overall risk in those times and places is extremely high. These outcomes are extremely relevant for the stakeholders, and the work of coupling an ABM, MCE, and dynamic volcanic hazard is both novel and contextually relevant.




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Tension Between Stability and Representativeness in a Democratic Setting

Victorien Barbet, Juliette Rouchier, Noé Guiraud and Vincent Laperrière: We present a model showing the evolution of an organization of agents who discuss democratically about good practices. This model feeds on a field study we did for about twelve years in France where we followed NPOs, called AMAP, and observed their construction through time at the regional and national level. Most of the hypothesis we make are here either based on the literature on opinion diffusion or on the results of our field study. By defining dynamics where agents influence each other, make collective decision at the group level, and decide to stay in or leave their respective groups, we analyse the effect of different forms of vertical communication that is meant to spread good practices within the organization. Our main indicators of the good functioning of the democratic dynamics are stability and representativeness. We show that if communication about norms is well designed, it has a positive impact on both stability and representativeness. Interestingly the effect of communication increases with the number of dimensions discussed in the groups. Communication about norms is thus a valuable tool to use in groups that wish to improve their democratic practices without jeopardizing stability.




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Do Farm Characteristics or Social Dynamics Explain the Conversion to Organic Farming by Dairy Farmers? An Agent-Based Model of Dairy Farming in 27 French Cantons

Qing Xu, Sylvie Huet, Eric Perret and Guillaume Deffuant: The drivers of conversion to organic farming, which is still a residual choice in agriculture, are poorly understood. Many scholars argue that farm characteristics can determine this choice but do not exclude the role of social dynamics. To study this issue, we developed an agent-based model in which agents' decisions to shift to organic farming are based on a comparison between satisfaction with the current situation and potential satisfaction with an alternative farming strategy. A farmer agent’s satisfaction is modelled using the Theory of Reasoned Action. This makes it necessary to compare an agent's productions over time with those of other agents to whom the former attributes considerable credibility (“important others”). Moreover, farmers make technical changes that affect their productions by imitating other credible farmers. While we first used this model to examine simple and abstract farm populations, here we also adapted it for use with data from an Agricultural Census concerning the farm characteristics of dairy farming in 27 French “cantons”. Based on domain expertise, data and previous research, we propose certain laws for modelling the impact of conversion on the farm production of milk and the environment. The simulations with “real” populations of farms confirm the important impact of farm characteristics. However, our results also suggest a complex impact of social dynamics that can favour or impede the diffusion of organic farming through dynamic implicit networks of similarity and credibility. We confirm the great importance of demographic changes in farm characteristics.




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Metamodels for Evaluating, Calibrating and Applying Agent-Based Models: A Review

Bruno Pietzsch, Sebastian Fiedler, Kai G. Mertens, Markus Richter, Cédric Scherer, Kirana Widyastuti, Marie-Christin Wimmler, Liubov Zakharova and Uta Berger: The recent advancement of agent-based modeling is characterized by higher demands on the parameterization, evaluation and documentation of these computationally expensive models. Accordingly, there is also a growing request for "easy to go" applications just mimicking the input-output behavior of such models. Metamodels are being increasingly used for these tasks. In this paper, we provide an overview of common metamodel types and the purposes of their usage in an agent-based modeling context. To guide modelers in the selection and application of metamodels for their own needs, we further assessed their implementation effort and performance. We performed a literature research in January 2019 using four different databases. Five different terms paraphrasing metamodels (approximation, emulator, meta-model, metamodel and surrogate) were used to capture the whole range of relevant literature in all disciplines. All metamodel applications found were then categorized into specific metamodel types and rated by different junior and senior researches from varying disciplines (including forest sciences, landscape ecology, or economics) regarding the implementation effort and performance. Specifically, we captured the metamodel performance according to (i) the consideration of uncertainties, (ii) the suitability assessment provided by the authors for the particular purpose, and (iii) the number of valuation criteria provided for suitability assessment. We selected 40 distinct metamodel applications from studies published in peer-reviewed journals from 2005 to 2019. These were used for the sensitivity analysis, calibration and upscaling of agent-based models, as well to mimic their prediction for different scenarios. This review provides information about the most applicable metamodel types for each purpose and forms a first guidance for the implementation and validation of metamodels for agent-based models.




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Emergence of Small-World Networks in an Overlapping-Generations Model of Social Dynamics, Trust and Economic Performance

Katarzyna Growiec, Jakub Growiec and Bogumił Kamiński: We study the impact of endogenous creation and destruction of social ties in an artificial society on aggregate outcomes such as generalized trust, willingness to cooperate, social utility and economic performance. To this end we put forward a computational multi-agent model where agents of overlapping generations interact in a dynamically evolving social network. In the model, four distinct dimensions of individuals’ social capital: degree, centrality, heterophilous and homophilous interactions, determine their generalized trust and willingness to cooperate, altogether helping them achieve certain levels of social utility (i.e., utility from social contacts) and economic performance. We find that the stationary state of the simulated social network exhibits realistic small-world topology. We also observe that societies whose social networks are relatively frequently reconfigured, display relatively higher generalized trust, willingness to cooperate, and economic performance – at the cost of lower social utility. Similar outcomes are found for societies where social tie dissolution is relatively weakly linked to family closeness.




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The ODD Protocol for Describing Agent-Based and Other Simulation Models: A Second Update to Improve Clarity, Replication, and Structural Realism

Volker Grimm, Steven F. Railsback, Christian E. Vincenot, Uta Berger, Cara Gallagher, Donald L. DeAngelis, Bruce Edmonds, Jiaqi Ge, Jarl Giske, Jürgen Groeneveld, Alice S.A. Johnston, Alexander Milles, Jacob Nabe-Nielsen, J. Gareth Polhill, Viktoriia Radchuk, Marie-Sophie Rohwäder, Richard A. Stillman, Jan C. Thiele and Daniel Ayllón: The Overview, Design concepts and Details (ODD) protocol for describing Individual- and Agent-Based Models (ABMs) is now widely accepted and used to document such models in journal articles. As a standardized document for providing a consistent, logical and readable account of the structure and dynamics of ABMs, some research groups also find it useful as a workflow for model design. Even so, there are still limitations to ODD that obstruct its more widespread adoption. Such limitations are discussed and addressed in this paper: the limited availability of guidance on how to use ODD; the length of ODD documents; limitations of ODD for highly complex models; lack of sufficient details of many ODDs to enable reimplementation without access to the model code; and the lack of provision for sections in the document structure covering model design rationale, the model’s underlying narrative, and the means by which the model’s fitness for purpose is evaluated. We document the steps we have taken to provide better guidance on: structuring complex ODDs and an ODD summary for inclusion in a journal article (with full details in supplementary material; Table 1); using ODD to point readers to relevant sections of the model code; update the document structure to include sections on model rationale and evaluation. We also further advocate the need for standard descriptions of simulation experiments and argue that ODD can in principle be used for any type of simulation model. Thereby ODD would provide a lingua franca for simulation modelling.




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Governor Announces State Employees of the Year

Governor Jack Markell today recognized and celebrated the efforts of the 2012 recipients of the Delaware Award for Excellence and Commitment in State Service.




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Governor Markell Opens Summit with State Leaders on Diversity in Government

Over 300 State leaders, including Cabinet secretaries, state agency heads, division directors and human resources professionals participated in the Equal Employment Opportunity Summit which was hosted by the Governor’s Council on Equal Employment Opportunity.




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Governor Markell Announces 2012 Team Excellence Awards

An eight member team from the Department of Technology and Information was chosen by Governor Jack Markell as the 2012 recipient of the Governor’s Team Excellence Award.



  • Former Governor Jack Markell (2009-2017)
  • News
  • Office of Management and Budget
  • Office of the Governor

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Governor Proposes Investments in Job Growth, Stronger Schools while Governing Responsibly

Governor Jack Markell unveiled a balanced budget proposal that invests in jobs, education and the safety and well-being of our children. His budget keeps the focus on core commitments such as healthcare and public safety and ensures continued fiscal responsibility.




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Flags lowered to half-staff today to honor victims of Boston Marathon bombings

Governor Markell ordered flags to be lowered between April 16 and 22 as a mark of respect for the victims of the April 15 bombings in Boston, Massachusetts.



  • Flag Status
  • Former Governor Jack Markell (2009-2017)
  • Office of Management and Budget
  • Office of the Governor

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Governor Markell Announces State Employees of the Year

Governor Markell recognized and celebrated the efforts of the 2013 recipients of the Delaware Award for Excellence and Commitment in State Service.




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Governor Markell Orders Flags Lowered for September 11

Flags to be lowered in remembrance of victims of the September 11, 2001 terrorist attack.



  • Flag Status
  • Former Governor Jack Markell (2009-2017)
  • Office of Management and Budget
  • Office of the Governor
  • flag

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Governor Markell Orders Flags Lowered in Response to the Navy Yard Shootings

US and Delaware flags have been ordered lowered to half-staff until sunset on Friday, September 20, 2013, as a mark of respect for the victims of the Navy Yard shootings.



  • Flag Status
  • Former Governor Jack Markell (2009-2017)
  • Office of Management and Budget
  • Office of the Governor
  • flag

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Governor Markell Orders Flags Lowered to Honor Fallen Firefighters

U.S. and Delaware flags have been ordered lowered to half-staff until the start of business on Monday, October 7, 2013, to honor firefighters who have died protecting Delawareans and in recognition of the National Fallen Firefighters Memorial Service.



  • Flag Status
  • Former Governor Jack Markell (2009-2017)
  • Office of Management and Budget
  • Office of the Governor

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Governor Markell Orders Flags Lowered for Passing of Two Former Leaders

Governor Jack Markell has ordered the U.S. and Delaware flags at all state buildings and facilities lowered on Friday, November 1, to mark the passing of two former Delaware leaders.



  • Flag Status
  • Former Governor Jack Markell (2009-2017)
  • News
  • Office of Management and Budget
  • Office of the Governor

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Governor Markell Orders Flags Lowered

Governor Markell has ordered the U.S. and Delaware flags at all state buildings and facilities lowered in memory of Nelson Mandela and to mark National Pearl Harbor Remembrance Day.




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Markell Budget Supports Jobs and Economic Opportunity; Invests in Delaware’s Future

Governor Jack Markell unveiled a balanced budget proposal that promotes increased job and educational opportunities, supporting the theme of his State of the State address last week when he focused on ways to unleash the potential of all Delawareans.




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Governor Markell Announces 2013 Team Excellence Awards

The 20-member Department of Natural Resources and Environmental Control Brandywine Zoo Staff Team was recognized by Governor Markell as the 2013 Governor's Team Excellence Award recipient.



  • Former Governor Jack Markell (2009-2017)
  • News
  • Office of Management and Budget
  • Office of the Governor
  • "Governor Markell"

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Governor Markell Orders Flags Lowered to Half-Staff

Governor Markell has ordered the American and Delaware flags at state buildings and facilities be flown at half-staff in memory of former State Representative William Vernon.