This document discusses contributions made by Certus to improve e-governance systems in Norway. It summarizes:
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2) Testing TVINN is challenging due to the large number of possible item, country, and tax interactions; manually finding faults is difficult.
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4) Depict analyzes thousands of records in seconds, helping
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1) Complexity exists at all scales, from elementary particles to the universe, and in natural and man-made systems. Modeling and simulation provide controlled and ethical ways to understand and tame complexity.
2) Simulation allows analyzing, designing, controlling, predicting, optimizing, and evaluating systems without conducting real experiments. It provides a safe environment to test alternatives.
3) Models of real-world systems can be created using appropriate modeling languages and transformed into mathematical formulations like equations. Simulating the formulations allows observing how variable values change over time. Modeling and simulation are used in many fields.
Towards and Enjoyable Career in Scientific ResearchSagar Sen
This document summarizes the key points from a talk on enjoying a career in scientific research. The talk focused on tips for scientific writing and socio-political aspects of being a researcher. For scientific writing, tips included reading a variety of authors to simplify complex topics, taking a creative writing course, motivating the reader, using an active voice and conversational style, and being honest in reporting results. For socio-political aspects, tips were to adapt to local customs, learn the local language, socialize with diverse people, express ideas rationally, and embrace art, travel, and teamwork. The overall message was to develop a broad and flexible approach to further an enjoyable career in research.
Lane Tech and Northside Prep are both in excellent standing and not on probation. Lane Tech has a 91.1% graduation rate with 77% attending college and a 1.2% dropout rate, while Northside Prep has a 98% graduation rate with 85.7% attending college and a 0.4% dropout rate.
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This document discusses providing good customer service to ensure repeat business. It outlines three steps for effective selling: 1) Know your product, 2) Understand the client's needs, and 3) Promote your product to meet their needs. It provides examples of personalized benefits to highlight for both business and leisure guests, including location, parking, amenities, and breakfast. It also demonstrates upselling room options and securing the reservation while addressing cancellation policies. The overall goal is to leave a positive lasting impression on guests.
This document provides an introduction to axial deformations in structural members under uniaxial loading. It discusses normal stress, shear stress, and bearing stress. It also covers strain, stress on inclined planes, and deformation of axially loaded members. Examples are provided to calculate stresses in pinned connections and determine stresses on inclined planes of a loaded bar. The key topics covered are stress definitions and calculations, Saint-Venant's principle, stress transformations on inclined planes, and introduction of strain as a measure of deformation.
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This document discusses trade secret asset management. It defines trade secrets and provides examples. It notes that trade secrets are often poorly managed within companies, lacking documentation, protection, and ownership. However, their importance is increasing due to legal changes, tax interests, cybercrime, and open innovation. Surveys find that trade secrets are often more valuable than patents for companies. The document outlines best practices for trade secret asset management including policies, access controls, and metadata. It estimates there are over 140 million trade secrets worldwide.
Snowflake Software provides software and services to help organizations implement INSPIRE, the European directive on sharing geospatial data. They offer products like GO Publisher and GO Loader to create and load INSPIRE data, as well as consulting, training, and hosting INSPIRE data services. The document discusses experiences with INSPIRE implementation, opportunities for small- and medium-sized enterprises, barriers to implementation, and new initiatives to advance open data and geospatial innovation in Europe.
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1) Radical innovations are "black swans" - highly improbable and unpredictable events. They invalidate conventional beliefs based on prior experience.
2) For an invention to be considered radical, it must be novel, unique, and successfully adopted, influencing future inventions. However, the probability of such innovations is hard to predict.
3) For established firms to develop radical innovation capabilities, they must embrace a dual strategic focus, parallel organizations, risk and failure, learning, open innovation, and prepare for "extremistan" events not anticipated by conventional models.
This talk focuses on how larger data sets are not only enabling advanced techniques, but also increasing the number of problems within reach of relatively simple techniques, that is "cheap learning".
Complement Deep Learning with Cheap Learning: Recent results of deep learning on hard problems has set the data world all a titter and made deep learning the fashion of the time.
But it is very important to remember that as data expands, the learning problems that are encountered are often nearly green field problems and it is often possible to solve these problems using remarkably simple techniques. Indeed, on many problems these simple techniques will give results as good as more complex ones, not because they are profound, but because many problems become simpler at scale.
That said, it isn’t always obvious how to do this. I will describe some of these techniques and show how they can be applied in practice.
The document discusses digital disruption and presents an example of a digital platform that could disrupt retail stores. The platform uses iBeacons and RFID tags to detect customers in a store and deliver customized offers and messages to their mobile devices in real-time. It aims to enhance the digital experience at the store by suggesting products, playing personalized music, and more. The platform collects customer data using different sensors and analyzes it using Oracle technologies like Event Processing to determine the right offers to deliver. It creates a new market of delivering offers to customers on the spot in a store.
This document provides an overview of big data and real-time analytics, defining big data as high volume, high velocity, and high variety data that requires new technologies and techniques to capture, manage and process. It discusses the importance of big data, key technologies like Hadoop, use cases across various industries, and challenges in working with large and complex data sets. The presentation also reviews major players in big data technologies and analytics.
This document discusses electronic invoicing for the banking sector. It describes how a EU Directive and member state legislations are shaping invoicing in 2010 regarding integrity, authenticity, and business processes. The document presents Isabel NV/SA's solution for electronic invoicing through banking that allows no lost documents, no manual data entry, absolute control, and automated reporting through financial portals. Corporates and SMEs expect their bank to help collect money in a cheaper and faster way with payment reference information. Invoicing through banking reuses existing infrastructure, security, processes, data exchange, and addresses to provide a cost efficient and short time-to-market solution that helps companies get paid and consumers pay.
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This is my presentation from the Cyber Security Summit held in Prague 2015 at the Boscolo Prague Spa Hotel. For the missing slides and further information, contact me directly.
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20111018 seminar open source athena business intelligence englishCIPAL dv
Presentation Open Source Software usage at CIPAL and Athena Business Intelligence suite by CIPAL (Koen Goor and Koen Renders).Presentation given at event "Open Source in European Public Administrations: a palette of Best Practices" at Schoten.
The Public Cloud - From Greed & Pollution to Green IT SolutionsBCmoney MobileTV
The document discusses how greed, waste, and pollution have led to inefficient IT practices and infrastructure. It proposes that green IT strategies like power metering, smart grids, incentives for telecommuting, and public cloud computing can help address these issues. Case studies from Japan and China show how cloud computing trials have led to estimated energy savings of 30% and could boost green industries. The document suggests government agencies could collaborate to create a green public cloud for small businesses and lead by example through server upgrades and buildings at NRC that have already saved 168 KwH per year.
Reputation in Oil, Gas and Mining 2014: Communicating on corporate ethicsCommunicate Magazine
Michelle Witton, compliance officer, ENRC
The relationship between communications and compliance is crucial to communicating key messages to both internal and external stakeholders regarding the company’s code of conduct and corporate values. Michelle Witton, compliance lawyer at the Eurasian Natural Resources Corporation explores the importance of the relationship between communications and compliance. In this session she shares her first-hand experience working on Anglo American’s anti-corruption programme.
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AI in the Enterprise: Past, Present & Future - StampedeCon AI Summit 2017StampedeCon
This document discusses AI in the enterprise from past, present, and future perspectives. It provides an overview of the history and recent developments in AI and deep learning, including improved performance on tasks like image recognition. Case studies are presented showing how various large companies have successfully applied deep learning techniques like convolutional neural networks to problems in different industries involving computer vision, predictive maintenance, fraud detection, and more. The importance of data quantity for deep learning performance is highlighted. The final sections discuss challenges in AI adoption and the importance of piloting models before full production deployment.
This document discusses trade secret asset management. It defines trade secrets and provides examples. It notes that trade secrets are often poorly managed within companies, lacking documentation, protection, and ownership. However, their importance is increasing due to legal changes, tax interests, cybercrime, and open innovation. Surveys find that trade secrets are often more valuable than patents for companies. The document outlines best practices for trade secret asset management including policies, access controls, and metadata. It estimates there are over 140 million trade secrets worldwide.
Snowflake Software provides software and services to help organizations implement INSPIRE, the European directive on sharing geospatial data. They offer products like GO Publisher and GO Loader to create and load INSPIRE data, as well as consulting, training, and hosting INSPIRE data services. The document discusses experiences with INSPIRE implementation, opportunities for small- and medium-sized enterprises, barriers to implementation, and new initiatives to advance open data and geospatial innovation in Europe.
Bring cost-effective medical instrument sterilization to district hospitals in Nepal. At the MIT Global Challenge at: http://globalchallenge.mit.edu/teams/view/213
This document describes the problem of high surgical site infection rates in developing countries due to lack of proper sterilization techniques. It proposes a low-cost autoclave solution powered by local energy sources and suitable for smaller facilities. The autoclave would be easy for untrained users to operate, notify users when sterilization is complete, and cost less than competitors. A 12-month plan is presented to launch the product in Nepal, partnering with local hospitals and targeting facilities in tiers 2 and 3 of the health system.
Media, data, context... and the Holy Grail of User Taste PredictionXavier Amatriain
Users provide noisy and inconsistent feedback when rating items for recommender systems. This natural noise introduces a "magic barrier" that limits prediction accuracy. Researchers analyzed user ratings across multiple trials and found that inconsistencies depend on factors like the strength of the rating, whether it was positive or negative, and how items were presented. The noise in user data introduces an inherent limit on how well recommender systems can predict user preferences.
The document discusses radical innovation and developing capabilities for it in established firms. It makes three key points:
1) Radical innovations are "black swans" - highly improbable and unpredictable events. They invalidate conventional beliefs based on prior experience.
2) For an invention to be considered radical, it must be novel, unique, and successfully adopted, influencing future inventions. However, the probability of such innovations is hard to predict.
3) For established firms to develop radical innovation capabilities, they must embrace a dual strategic focus, parallel organizations, risk and failure, learning, open innovation, and prepare for "extremistan" events not anticipated by conventional models.
This talk focuses on how larger data sets are not only enabling advanced techniques, but also increasing the number of problems within reach of relatively simple techniques, that is "cheap learning".
Complement Deep Learning with Cheap Learning: Recent results of deep learning on hard problems has set the data world all a titter and made deep learning the fashion of the time.
But it is very important to remember that as data expands, the learning problems that are encountered are often nearly green field problems and it is often possible to solve these problems using remarkably simple techniques. Indeed, on many problems these simple techniques will give results as good as more complex ones, not because they are profound, but because many problems become simpler at scale.
That said, it isn’t always obvious how to do this. I will describe some of these techniques and show how they can be applied in practice.
The document discusses digital disruption and presents an example of a digital platform that could disrupt retail stores. The platform uses iBeacons and RFID tags to detect customers in a store and deliver customized offers and messages to their mobile devices in real-time. It aims to enhance the digital experience at the store by suggesting products, playing personalized music, and more. The platform collects customer data using different sensors and analyzes it using Oracle technologies like Event Processing to determine the right offers to deliver. It creates a new market of delivering offers to customers on the spot in a store.
This document provides an overview of big data and real-time analytics, defining big data as high volume, high velocity, and high variety data that requires new technologies and techniques to capture, manage and process. It discusses the importance of big data, key technologies like Hadoop, use cases across various industries, and challenges in working with large and complex data sets. The presentation also reviews major players in big data technologies and analytics.
This document discusses electronic invoicing for the banking sector. It describes how a EU Directive and member state legislations are shaping invoicing in 2010 regarding integrity, authenticity, and business processes. The document presents Isabel NV/SA's solution for electronic invoicing through banking that allows no lost documents, no manual data entry, absolute control, and automated reporting through financial portals. Corporates and SMEs expect their bank to help collect money in a cheaper and faster way with payment reference information. Invoicing through banking reuses existing infrastructure, security, processes, data exchange, and addresses to provide a cost efficient and short time-to-market solution that helps companies get paid and consumers pay.
APT or not - does it make a difference if you are compromised?Thomas Malmberg
This is my presentation from the Cyber Security Summit held in Prague 2015 at the Boscolo Prague Spa Hotel. For the missing slides and further information, contact me directly.
This document discusses recommendations and personalization at Rakuten. It notes that Rakuten has over 100 million users and handles over 40 million item views per day. Recommendation challenges include dealing with different languages, user behaviors, business areas, and aggregating data across services. Rakuten uses a member-based business model that connects its various services through a common Rakuten ID. The document outlines Rakuten's business-to-business-to-consumer model and how recommendations must handle many shops, item references, and a global catalog. It also provides an overview of Rakuten's recommendation system and some of the challenges in generating and ranking recommendation candidates.
Similar to Presentation ministerpubadminfeb2013 (20)
1. Bolstering E-governance with
Certus
Contributions to Norwegian Customs and Excise
Contributions to Norwegian Customs and Excise
Sagar Sen
Research Scientist
Certus Verification and Validation Center, Simula Research Laboratory, Oslo
1
2. The Heart of Norway’s E-governance:
TVINN
• The Norwegian Custom’s IT-system for
processing declarations
• Established in 1988
• Around 120 billion NOK revenue in 2011
• Towards a corruption-free society 2
3. The Heart of Norway’s E-governance:
TVINN
• 30,000 declarations/day, more than
100,000 customs rules
• Customs rules accept/reject
declarations based on information in the
declaration
• Norway first country in the world to use
UN’s EDIFACT brokerage standard
• Key to a corruption-free society
3
5. Daily Challenges for TVINN
• Accurate Computation of Taxes
• Preventing criminal activities such
as mafia
Gross-weight > 2 x Net-
weight?
5
6. Daily Challenges for TVINN
• Accurate Computation of Taxes
• Preventing criminal activities such
as mafia
• Protecting people of Norway from
imports of hazardous substances
6
7. Daily Challenges Translates to Testing
• Accurate Computation of Taxes
• Preventing criminal activities such as mafia
• Protecting people of Norway from imports of hazardous substances
Testing TVINN
Are customs rules complete? Can they correctly detect
problems in declarations?
7
8. Behind the Scenes: Testing at Toll
• Testing the Dynamic TVINN system
Eg.: New government, new
policy!
8
9. Behind the Scenes: Testing at Toll
• Testing the Dynamic TVINN system
• League of extraordinary test managers at Toll
Atle, Katrine, Astrid,
Odd
9
10. Behind the Scenes: Testing at Toll
• Testing the Dynamic TVINN system
• League of extraordinary test managers at Toll
Coffee
8-digit Item Code:
0901200 • Customs rules are a combination of 10,000 Item
Codes, 88 Country Groups, 934 Tax Types
Country Group: EU
Tax Fee Code: MV
Tax Group: 1 10
11. Behind the Scenes: Testing at Toll
• Testing the Dynamic TVINN system
• League of extraordinary test managers at Toll
• Customs rules are a combination of 10,000 Item
Codes, 88 Country Groups, 934 Tax Types
• 13 trillion possible interactions!
• Manually finding a faulty rule is like finding the
proverbial needle in a haystack!
11
13. Depict: A Surgical Tool to Detect Holes in
Declarations
• Modelling What You Are Looking For!
Headphone
Coffee s Cotton VAT etc.
13
14. Depict: A Surgical Tool to Detect Holes in
Declarations
• Modelling What You Are Looking For!
• Automatic Generation of Data
Interactions
14
15. Depict: A Surgical Tool to Detect Holes in
Declarations
• Modelling What You Are Looking For!
• Automatic Generation of Data
Interactions
• Visualizing Holes (Absence of
Interactions) in Thousands of Records
15
16. Depict: A Surgical Tool to Detect Holes in
Declarations
• Modelling What You Are Looking For!
Holes detected in 8400 declarations in 6 seconds!
Eg. No test for Coffee and VAT
• Automatic Generation of Data
Interactions
• Visualizing Holes (Absence of
Interactions) in Thousands of Records
• All this in a matter of seconds!
16
17. Bird’s Eye Visualization of Large and
Complex Data
Visualizing Items Imported to Norway (8400
declarations)
17
18. The Big Picture: Certus
Private Sector
In a unique dialogue to build... Public Sector
Mutual Trust
Synergy
Solutions to Common
Software V&V Problems
18
19. Acknowledgements
Arnab Sarkar, Institute of Engineering and Mgmt.,
Kolkatta
Astrid Grime and Atle Sanders, Toll
Members of Certus SFI and Norwegian Research
Council
Thank you for listening. Questions are
welcome.
19
Editor's Notes
Good morning, we are glad to have the minister of public administration with us today. I am Sagar Sen a researcher in the Certus Verification and Validation center of Simula. I am going to talk to you about our experiences with the Norwegian Customs and Excise dept.
If you ever imported something into Norway you must have had the taste of TVINN. Everything has to go through it. Tollee...was estd. in 1988, and has been operational since 1992..20 years. Its undergoing modernization right now. Imports to Norway account to about 200 billion NOK in revenue. That represents a sizable 20% of Norway’s economy.
TVINN is a sophisticated software system that processes about 30,000 customs declarations making sure they adhere to more than 100,000 customs rules. Incidentally, Norway is a pioneer in E-governance being the first country in the world to use EDIFACT brokerage. A UN standard for exchange of business message. Its in widespread today. The TVINN system is TVINN plays a key role in inching towards a corruption free society.
There are three principal challenges for Toll and in particular TVINN. The first one is the accurate computation of taxes. Some errors in computing taxes could hurt the public image
Second is detecting and preventing criminal activities such as mafia. For instance, if Gross-weight ? two times net weigh then something is fishy.
Third challenge is to protect the people of Norway. For instance, Brevik imported explosive primer from Poland to make a car bomb. He got the fertilizer from Yara ASA. Could this pattern of imports have been automatically detected in TVINN before the disaster?
So how is testing presently done for TVINN. Testing TVINN is like testing a dynamic system where the customs rules change all the time. A new government may reduce taxes on brunost but increase taxes on mozzarella.
Imagine we have three types of items and four kinds of taxes. We model it as tree of classifications.
We then automatically generate all pairwise interactions between items and their taxes.
Are these interactions present the declarations? We analyze about 8400 declarations to observe that.
In about 6 seconds, we detect holes in the declarations. There is no declaration that can test a rule for item Coffee and tax type VAT. This could be interesting as VAT is the most common form of tax. The visualization gives a compact view of dense data.
We also go one step further to visualize patterns of imports into Norway from around the world. Here for instance we automatically analyze 8400 declarations to show the number of items imported to Norway from different countries. Most items are imported from China and Sweden. Some products from India. The tool is an example of a high level view for managers to observe the content of dense data.