GraphSense - Real-time Insight into Virtual Currency Ecosystems
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GraphSense is a project to develop algorithms and tools for gaining insight into evolving virtual currency transaction graphs. The project will construct graphs from open and private data sources on bitcoin transactions, apply scalable anomaly detection and machine learning algorithms, and provide a dashboard for analytics. The 24-month project is led by AIT - Austrian Institute of Technology and funded by FFG - IKT der Zukunft.
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ARIADNE: Final report on standards and project registry
ARIADNE: Final report on standards and project registry
UN’ESPERIENZA DI RAPPRESENTAZIONE DI DATI DI CATALOGHI DIGITALI IN LINKED OPE...
UN’ESPERIENZA DI RAPPRESENTAZIONE DI DATI DI CATALOGHI DIGITALI IN LINKED OPE...
DH101 2013/2014 course 3 - Panoramic intensifcation, narrative crise and intr...
DH101 2013/2014 course 3 - Panoramic intensifcation, narrative crise and intr...
DH101 2013/2014 course 6 - Semantic coding, RDF, CIDOC-CRM
DH101 2013/2014 course 6 - Semantic coding, RDF, CIDOC-CRM
CIDOC CRM+FRBRoo: an Integrated View of Museum and Library Information
CIDOC CRM+FRBRoo: an Integrated View of Museum and Library Information
Interopérabilité de l'information bibliographique et muséologique
Interopérabilité de l'information bibliographique et muséologique
Types and Annotations for CIDOC CRM Properties - Presentation
Types and Annotations for CIDOC CRM Properties - Presentation
DH101 2013/2014 course1 - Presentation of the course / Collaborative writing ...
DH101 2013/2014 course1 - Presentation of the course / Collaborative writing ...
DH101 2013/2014 course 5 - Project on Venice / Datafication / Regulated repre...
DH101 2013/2014 course 5 - Project on Venice / Datafication / Regulated repre...
DH101 2013/2014 course 9 - Crowdsourcing, crowdfunding, Wikipedia, Open Stree...
DH101 2013/2014 course 9 - Crowdsourcing, crowdfunding, Wikipedia, Open Stree...
DH101 2013/2014 course 4 - Digitization techniques 2D and 3D
DH101 2013/2014 course 4 - Digitization techniques 2D and 3D
DH101 2013/2014 course 7 - OCR, Printed text recognition, Handwriting recogni...
DH101 2013/2014 course 7 - OCR, Printed text recognition, Handwriting recogni...
Bitcoin - Introduction, Technical Aspects and Ongoing Developments
Bitcoin - Introduction, Technical Aspects and Ongoing Developments
Similar to GraphSense - Real-time Insight into Virtual Currency Ecosystems
ADEQUATe and CommuniData
The document summarizes two open data projects - ADEQUATe and CommuniData. ADEQUATe aims to improve the quality of open data through quality assessment, monitoring, improvement algorithms, and data linkage. It has developed a data monitoring portal and tools for quality assessment, improvements, and semantic search. CommuniData aims to make open data more accessible to non-experts and strengthen e-participation at a local level through open data. It has created search tools and chatbots to find relevant local data and allows simple publishing of data to support discussions on a participatory platform for a Vienna neighborhood. Both projects were funded by the Austrian government and involve multiple academic partners.
Introduction to Streaming Analytics
Independent of the source of data, the integration of event streams into an Enterprise Architecture gets more and more important in the world of sensors, social media streams and Internet of Things. Events have to be accepted quickly and reliably, they have to be distributed and analysed, often with many consumers or systems interested in all or part of the events. Storing such huge event streams into HDFS or a NoSQL datastore is feasible and not such a challenge anymore. But if you want to be able to react fast, with minimal latency, you can not afford to first store the data and doing the analysis/analytics later. You have to be able to include part of your analytics right after you consume the event streams. Products for doing event processing, such as Oracle Event Processing or Esper, are avaialble for quite a long time and also used to be called Complex Event Processing (CEP). In the last 3 years, another family of products appeared, mostly out of the Big Data Technology space, called Stream Processing or Streaming Analytics. These are mostly open source products/frameworks such as Apache Storm, Spark Streaming, Apache Samza as well as supporting infrastructures such as Apache Kafka. In this talk I will present the theoretical foundations for Event and Stream Processing and present what differences you might find between the more traditional CEP and the more modern Stream Processing solutions and show that a combination of both will bring the most value.
Study: #Big Data in #Austria
Presentation: Study: #Big Data in #Austria, Mario Meir-Huber, Big Data Leader Eastern Europe, Teradata GmbH & Martin Köhler, Austrian Institute of Technology, AIT (AT), at the European Data Economy Workshop taking place back to back to SEMANTiCS2015 on 15 September 2015 in Vienna.
20181012 fiware at_construction_conference
(In Italian) FIWARE overall presentation. It highlights the benefit of Context Information Modeling in particular in the Smart Cities domain.
Fiware overview
FIWARE is an open source platform consisting of generic enablers and solutions that allow for the management and exchange of context information through open APIs. The platform aims to support the development of smart digital services and applications. Context information from different domains can be gathered and organized in a common way using FIWARE's context broker as the main component. Once context data is collected, additional enablers can be used for advanced processing, visualization, and analysis to derive insights and power smart applications and services.
City of Amsterdam: High velocity development
The Datapunt Amsterdam Infrastructure connects city data for internal and external users. It uses an agile development process and DevOps practices to quickly build APIs, data products, and applications. This enables the city to rapidly solve problems through a continuous delivery process of developing usable solutions in short sprints. Datapunt also aims to collaborate openly by sharing code on GitHub and helping establish standards.
Valencia Smart City project powered by Telefonica and Red Hat IoT solutions
Valencia has selected Telefonica's Global Internet of Things (IoT) platform (which runs on Red Hat OpenStack and leverages Red Hat Mobile Application Platform) and the Red Hat JBoss Fuse solution for IoT to be the foundation for their Smart City project. Learn how and why citizens will be able to consume real-time information shared by several city facilities like parking, and others, to make their lives easier.
Data Activities in Austria
This document outlines Austria's strategy for conquering data through research and technology initiatives (RTI). It discusses:
1) The role of the Austrian Federal Ministry for Transport, Innovation and Technology (bmvit) in funding RTI, including a €450M annual budget and focus areas like ICT, production, energy and mobility.
2) Studies conducted on topics like the technology roadmap for conquering data through intelligent systems.
3) Actions already taken and planned, including developing lead technologies for data integration and fusion, increasing algorithm efficiency, and establishing a data-services ecosystem in Austria.
4) The need for coordination across stakeholders, developing the necessary legal framework, and ensuring resources and competencies
How to store, organize and use petabytes of heterogenous data
In this session, you will learn how you can set up a scalable infrastructure for your business and make data covering thematic streams like marine, land, climate, emergency… valuable and useful for your business.
Urban Data Platform Vienna
This document discusses the Urban Data Platform Vienna, which was implemented using the open source FIWARE platform. It describes the initial situation and objectives, including defining criteria for an open data platform. It then discusses implementing the FIWARE platform smartdata.wien in the cloud, including its envisioned architecture. The document outlines visualizing open and IoT data from three use cases. Finally, it lists some next steps, such as integrating more use cases, relocating the FIWARE Lab, and expanding to include data from other regions.
Streaming Visualization
Most data visualisation solutions today still work on data sources which are stored persistently in a data store, using the so called “data at rest” paradigms. More and more data sources today provide a constant stream of data, from IoT devices to Social Media streams. These data stream publish with high velocity and messages often have to be processed as quick as possible. For the processing and analytics on the data, so called stream processing solutions are available. But these only provide minimal or no visualisation capabilities. One was is to first persist the data into a data store and then use a traditional data visualisation solution to present the data.
If latency is not an issue, such a solution might be good enough. An other question is which data store solution is necessary to keep up with the high load on write and read. If it is not an RDBMS but an NoSQL database, then not all traditional visualisation tools might already integrate with the specific data store. An other option is to use a Streaming Visualisation solution. They are specially built for streaming data and often do not support batch data. A much better solution would be to have one tool capable of handling both, batch and streaming data. This talk presents different architecture blueprints for integrating data visualisation into a fast data solution and highlights some of the products available to implement these blueprints.
CityPulse_LightningTalk_BigDataConference
CityPulse aims to support the discovery and integration of heterogeneous dynamic data streams from smart city infrastructure, perform real-time quality analysis over live data streams, and employ big data analytics to extract meaningful knowledge from large numbers of data streams and big datasets. It also aims to enable smart adaptation and user-centric decision support, as well as bridge the gap between IoT application technologies and real-world data streams. The project will implement the top 21 ranked use case scenarios out of over 100 collected through crowd-sourcing as proof of concepts, such as a context aware travel planner prototype.
Blockchain in 2016 - Advanced Distributed Ledger Technologies
Advanced Distributed Ledger Technologies – Towards the Internet of Value (IoV) and Certainty-as-a-Service (CaaS)
Open Data Hub - Giulia Giussani - A look into the future of data sharing
Open Data Hub - Giulia Giussani - A look into the future of data sharingSouth Tyrol Free Software Conference
Sustainability, efficiency, and innovation need data, but its availability is limited due to interoperability challenges and fear that the data may be misused. This is why a new approach is being created to enable cross-domain data sharing in a federated and sovereign manner: it is the new paradigm of “data spaces”. This keynote will give an insight on the data spaces approach and will shed light on its current developments and adoption on a European and global scale.TEAM 14: Analytical Map of Incidents Registered by the Municipal Police in Pl...
This document summarizes a project by Team 14 at the INSPIRE Hackathon to create an analytical map of incidents registered by the Municipal Police in Plzeň, Czechia. The interactive map helps identify trends in security data like areas with highest crime or most parking violations. It was created using the WebGLayer library and displays over 45,000 incident records from 2015. Future plans include regularly updating the data through an API and combining it with other data sources.
FIWARE Global Summit - Moving Towards a Data Economy Business Model: A Real E...
Presentation by Antonio Jara (CEO, HOP Ubiquitous S.L.) and Iris Cuevas (Head of Laboratory, HOP Ubiquitous S.L.)
FIWARE Global Summit
21-22 May 2019 - Genoa, Italy
General introduction to IoTCrawler
These slides were used at the first Aarhus Follower Group meet-up for the EU-funded project IoTCrawler. They entail an introduction to the project aswell as a more in depth presentation of the difference between web search and Internet of Things (IoT) search an the development of Internet of Things. Furthermore some of the scenarios from the project are presented.
Research in Intelligent Systems and Data Science at the Knowledge Media Insti...
The document discusses research directions in intelligent systems and data science. It describes work on making sense of scholarly data through techniques like data mining, semantic technologies, and machine learning. It also discusses mapping and classifying computer science research areas using an automatically generated ontology with over 14,000 topics. Other topics discussed include predicting emerging research areas, applications in smart cities like the MK:Smart project, and potential roles for robots in smart cities like an autonomous health and safety inspector.
Towards a network of usage statistic hubs on a global level
This document discusses OpenAIRE's role in developing a global network of usage statistics hubs. It describes OpenAIRE's infrastructure for collecting, linking, and reporting usage statistics from various sources. OpenAIRE uses the Matomo analytics platform to track usage and collects COUNTER-compliant reports through its SUSHI interface. Challenges include ensuring comparability of statistics across platforms and contexts. Next steps involve expanding plugin support, promoting the service, and linking publication and data usage statistics as part of developing responsible, contextualized metrics.
CD March 2016 - What is HYPERCAT?
The document discusses HyperCat, an open specification that makes IoT services and devices machine-readable through a simple RESTful API. It allows applications to discover resources and understand capabilities without prior knowledge of specific devices or services. HyperCat was developed by a consortium to address the problem that sensors and services are currently not machine-browsable, and to enable applications to find information from any participating devices or services through a standardized metadata tagging system. It demonstrates how HyperCat is being used to integrate different IoT data sources and make them available to applications in Manchester through services like Manchester-i and Corridor-i.
Similar to GraphSense - Real-time Insight into Virtual Currency Ecosystems (20)
Valencia Smart City project powered by Telefonica and Red Hat IoT solutions
Valencia Smart City project powered by Telefonica and Red Hat IoT solutions
How to store, organize and use petabytes of heterogenous data
How to store, organize and use petabytes of heterogenous data
Blockchain in 2016 - Advanced Distributed Ledger Technologies
Blockchain in 2016 - Advanced Distributed Ledger Technologies
Open Data Hub - Giulia Giussani - A look into the future of data sharing
Open Data Hub - Giulia Giussani - A look into the future of data sharing
TEAM 14: Analytical Map of Incidents Registered by the Municipal Police in Pl...
TEAM 14: Analytical Map of Incidents Registered by the Municipal Police in Pl...
FIWARE Global Summit - Moving Towards a Data Economy Business Model: A Real E...
FIWARE Global Summit - Moving Towards a Data Economy Business Model: A Real E...
Research in Intelligent Systems and Data Science at the Knowledge Media Insti...
Research in Intelligent Systems and Data Science at the Knowledge Media Insti...
Towards a network of usage statistic hubs on a global level
Towards a network of usage statistic hubs on a global level
More from Bernhard Haslhofer
Decentralized Finance (DeFi) - Understanding Risks in an Emerging Financial P...
Decentralized finance (DeFi) protocols allow for permissionless and transparent financial services on distributed ledgers using smart contracts. However, DeFi comes with various technical, economic, and systemic risks. At the technical level, smart contract vulnerabilities and network congestion could be exploited. Behavior like front-running on public transaction data allows some agents to profit. Systemic risks also exist if protocols become interconnected in complex ways. Understanding both individual protocols and their compositions is important to help address these risks.
Token Systems, Payment Channels, and Corporate Currencies
This document provides a summary of token systems, payment channels, and corporate currencies. It begins with defining key concepts like tokens, token systems, and cryptocurrencies. It then discusses Ethereum token standards like ERC-20 and ERC-721 and provides examples. Payment channels are introduced as a solution for blockchain scalability, and implementations like the Lightning Network and Raiden Network are summarized. Finally, it discusses corporate currencies like Libra and compares them to cryptocurrencies. The document aims to explain and demystify recent developments in the crypto space.
Can a blockchain solve the trust problem?
In this presentation I discuss the notion of trust and to what extent blockchain technology can establish trust.
Measurements in Cryptocurrency Networks
Dr. Bernhard Haslhofer presented on measurements and analytics techniques for cryptocurrency networks. He discussed network abstractions like transaction networks and address networks that can be used to cluster addresses and analyze cryptocurrency flows. As an example application, he described a ransomware study using the GraphSense analytics platform that identified the Locky ransomware family as generating the highest revenues, estimated at over $7 million USD, by tracing cryptocurrency transactions from seed ransomware addresses.
Post-Bitcoin Cryptocurrencies, Off-Chain Transaction Channels, and Cryptocur...
The document provides an overview of post-Bitcoin cryptocurrencies, off-chain transaction channels, and cryptocurrency analytics techniques. It discusses the realities of Bitcoin compared to initial promises and expectations, such as de-facto centralization and lack of anonymity. Privacy-enhancing cryptocurrencies like Monero and Zcash are introduced that aim to provide untraceable and unlinkable transactions. Off-chain payment channels like the Lightning Network are described as a solution to Bitcoin's scalability problems by moving transactions off-chain. The document concludes by outlining goals and approaches for cryptocurrency analytics to better understand the structure and dynamics of cryptocurrency ecosystems.
O Bitcoin Where Art Thou? An Introduction to Cryptocurrency Analytics
This document discusses cryptocurrency analytics and summarizes a presentation on the topic. It introduces some of the most frequent questions received about cryptocurrency and outlines the goals of developing scalable quantitative methods and tools to better understand cryptocurrency ecosystems through micro-level analysis of individual transactions and macro-level analysis of actors and their relationships. Example analytics methods are described, including blockchain analytics techniques like address clustering and transaction network analysis.
Mind the Gap - Data Science Meets Software Engineering
This document summarizes a talk on combining data science and software engineering approaches. It discusses how the two fields approach problems differently, with software engineering focusing on implementing features and ensuring quality through testing, while data science focuses on evaluating models and metrics. The document proposes a solution of defining goals, collecting ground truth data, implementing models and functions, testing and evaluating them, analyzing errors, and deploying services based on metrics. This "metrics driven software engineering" approach aims to bridge the gaps between the two fields.
Maphub und Pelagios: Anwendung von Linked Data in den Digitalen Geisteswissen...
In recent years, scientists at the Austrian Institute of Technology have been involved in numerous projects in the digital humanities area. In this talk, Dr. Bernhard Haslhofer will present two of them, both having a strong focus on applying the Linked Open Data method on datasets produced throughout the project. The first is Maphub (http://maphub.github.io/), an open source Web application which allows users to create annotations on historical maps, link these annotations with other Web sources (e.g., Wikipedia), and share annotations as Linked Open Data following the Open Annotation model. The second is Pelagios (http://pelagios-project.blogspot.co.at/), a community initiative that aims to facilitate better linking between online resources documenting the past, based on the places they refer to. To date, Pelagios interconnects 900.000+ heterogeneous digital objects - literature, archaeology, epigraphy, cartography - from 40+ international partners. The current focus of the project is to annotate Early Geospatial Documents - documents that use written or visual representation to describe geographic space prior to the European discovery of the Americas in 1492, and make the annotations available as (Linked) Open Data.
The value of open data and the OpenGLAM network
This document discusses open data and the OpenGLAM network. It provides an overview of OpenGLAM, which aims to make cultural heritage data openly available and reusable without restrictions. The document outlines the benefits of open data, such as transparency and engagement. It also describes how OpenGLAM can help cultural institutions make their resources discoverable by providing advice, examples of open collections, and connecting local open data groups.
Open Data - Principles and Techniques
The document provides an overview of open data principles and techniques for publishing and linking structured data on the web. It discusses key open data principles like availability and universal participation. It then covers two main techniques: linked (open) data, which uses semantic web technologies like RDF and URIs to interlink data; and microdata, which embeds structured data in HTML using tags. The presenter provides examples of open government data and linked open datasets. The goal is to create a single globally connected data space on the web through open sharing of structured data using these techniques.
Semantic Tagging on Historical Maps
This document summarizes a study on semantic tagging of historical maps. Researchers conducted an experiment comparing four tagging conditions: label-based tagging, suggestive tagging, semantic tagging, and semantic tagging with context display. They found that semantic tagging did not affect the number or types of tags created by users or their workload, as measured by a task load index, compared to other tagging techniques. Semantic tagging provided unambiguous semantic relationships to defined web resources without negative impacts on the tagging process.
OpenGLAM Intro @ OKFN.AT Meetup Graz
The document discusses the OpenGLAM initiative and OpenGLAM-AT working group in Austria. It provides background on OpenGLAM's goal of promoting open access to cultural heritage data held by galleries, libraries, archives, and museums. It outlines recent developments that expanded open access to cultural works, including Europeana releasing CC0-licensed metadata and the Getty Trust launching an open content program. The document proposes next steps for OpenGLAM-AT, such as a kickoff event, participating in discussions around open data guidelines, and creating awareness through blogging and meetups.
Semantic Tagging for old maps...and other things on the Web
This document discusses semantic tagging of historical maps and other digital objects on the web. It introduces Maphub, a platform for annotating and semantically tagging digitized historical maps. Maphub allows users to add comments, semantic tags linked to controlled vocabularies, and geo-references to maps. The presentation describes Maphub's features, how semantic tagging works in the system by linking visual tags to unique URIs, and plans to implement semantic tagging plugins for other annotation tools and support additional knowledge organization systems. The benefits of semantic tagging are collecting structured metadata and connecting maps and annotations to other web resources through semantic links.
Linked (Open) Data
Guest Lecture about open data / linked data and the basics of linked open data held at the Technical University of Vienna
ResourceSync: Leveraging Sitemaps for Resource Synchronization
This document discusses ResourceSync, a framework for synchronizing web resources between a source and destination. It describes common synchronization scenarios like mirroring arXiv and Wikipedia. The basics of ResourceSync are explained, including using XML sitemaps to provide a resource list, change list, resource dump, and capabilities list. Demos of the ResourceSync client and simulator are shown. The status and next steps of the ResourceSync specification and tools are outlined.
Maphub and Annotorious
This document summarizes Maphub and Annotorious, which are tools for annotating historical maps and images. Maphub is an online app that allows users to explore and annotate digitized historical maps. It has features like geo-referencing, map overlays, textual annotations with semantic tagging, multilingual search, and integration with the W3C Open Annotation API. Annotorious is a JavaScript library that adds annotation capabilities to existing web pages. It allows images to be marked as annotatable and supports features like bounding boxes and polygons. The document encourages users to get involved with these open source projects and discusses how they fit into the broader context of linked data and semantic annotation tools.
Maphub - Annotations and Semantic Tags on Historical Maps
The document summarizes a presentation about Maphub, a project that allows users to annotate and semantically tag historical maps. It discusses how Maphub uses the Open Annotation Collaboration framework to enable georeferencing and commentarial annotations on maps from the Library of Congress. It also describes a study that found semantic tagging in Maphub did not significantly affect how many tags users created or their workload, but helped relate tags to defined concepts.
Old Maps, Annotations, and Open Data Networks
The document summarizes Bernhard Haslhofer's presentation on using annotations on historical maps to engage people, collect knowledge, and connect digitized maps to other web resources. It describes the Maphub demo platform that allows semantic tagging and commenting on maps and shows how it integrates with the Open Annotation model. Technical details are provided on geo-referencing maps, map overlays, and the Maphub API. The benefits of a multilingual search and aligning with related open projects are also mentioned.
More from Bernhard Haslhofer (20)
Decentralized Finance (DeFi) - Understanding Risks in an Emerging Financial P...
Decentralized Finance (DeFi) - Understanding Risks in an Emerging Financial P...
Token Systems, Payment Channels, and Corporate Currencies
Token Systems, Payment Channels, and Corporate Currencies
Post-Bitcoin Cryptocurrencies, Off-Chain Transaction Channels, and Cryptocur...
Post-Bitcoin Cryptocurrencies, Off-Chain Transaction Channels, and Cryptocur...
O Bitcoin Where Art Thou? An Introduction to Cryptocurrency Analytics
O Bitcoin Where Art Thou? An Introduction to Cryptocurrency Analytics
Mind the Gap - Data Science Meets Software Engineering
Mind the Gap - Data Science Meets Software Engineering
Maphub und Pelagios: Anwendung von Linked Data in den Digitalen Geisteswissen...
Maphub und Pelagios: Anwendung von Linked Data in den Digitalen Geisteswissen...
Offene Daten im Kulturbereich - Die pragmatische Perspektive
Offene Daten im Kulturbereich - Die pragmatische Perspektive
Semantic Tagging for old maps...and other things on the Web
Semantic Tagging for old maps...and other things on the Web
ResourceSync: Leveraging Sitemaps for Resource Synchronization
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In their analysis of a recent HijackLoader sample, CrowdStrike researchers discovered new techniques designed to increase the defense evasion capabilities of the loader. The malware developer used a standard process hollowing technique coupled with an additional trigger that was activated by the parent process writing to a pipe. This new approach, called "Interactive Process Hollowing", has the potential to make defense evasion stealthier.
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一比一原版制作UST毕业证【微信176555708】圣托马斯大学毕业证书原版↑制作圣托马斯大学学历认证文凭办理圣托马斯大学留信网认证,留学回国办理毕业证成绩单文凭学历认证【微信176555708】专业为海外学子办理毕业证成绩单、文凭制作，学历仿制，回国人员证明、做文凭，研究生、本科、硕士学历认证、留信认证、结业证、学位证书样本、美国教育部认证百分百真实存档可查】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
◆◆◆◆◆ — — — — — — — — 【留学教育】留学归国服务中心 — — — — — -◆◆◆◆◆
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三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【微信：176555708】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
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7:个人信誉贷款加10分→ 【关于价格问题（保证一手价格）
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
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快速办理(新加坡SMU毕业证书)新加坡管理大学毕业证文凭证书一模一样
学校原件一模一样【微信：741003700 】《(新加坡SMU毕业证书)新加坡管理大学毕业证文凭证书》【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
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国外证书(Lincoln毕业证)新西兰林肯大学毕业证成绩单不能毕业办理
退学办理新西兰林肯大学毕业证【微信176555708】学历认证怎么做：原版仿制新西兰林肯大学电子版成绩单毕业证认证【新西兰林肯大学毕业证成绩单】、新西兰林肯大学文凭证书成绩单复刻offer录取通知书、购买Lincoln圣力嘉学院本科毕业证、【新西兰林肯大学毕业证办理Lincoln毕业证书哪里买】、新西兰林肯大学 Offer在线办理Lincoln Offer新西兰林肯大学Bachloer Degree。1客户提供办理信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：微信176555708我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。
7完成交易删除客户资料
高精端提供以下服务：
一：新西兰林肯大学新西兰林肯大学毕业证文凭证书全套材料从防伪到印刷水印底纹到钢印烫金
二：真实使馆认证（留学人员回国证明）使馆存档
三：真实教育部认证教育部存档教育部留服网站可查
四：留信认证留学生信息网站可查
五：与学校颁发的相关证件1:1纸质尺寸制定（定期向各大院校毕业生购买最新版本毕,业证成绩单保证您拿到的是鲁昂大学内部最新版本毕业证成绩单微信176555708）
A.为什么留学生需要操作留信认证?
留信认证全称全国留学生信息服务网认证,隶属于北京中科院。①留信认证门槛条件更低,费用更美丽,并且包过,完单周期短,效率高②留信认证虽然不能去国企,但是一般的公司都没有问题,因为国内很多公司连基本的留学生学历认证都不了解。这对于留学生来说,这就比自己光拿一个证书更有说服力,因为留学学历可以在留信网站上进行查询!
B.为什么我们提供的毕业证成绩单具有使用价值？
查询留服认证是国内鉴别留学生海外学历的唯一途径但认证只是个体行为不是所有留学生都操作所以没有办理认证的留学生的学历在国内也是查询不到的他们也仅仅只有一张文凭。所以这时候我们提供的和学校颁发的一模一样的毕业证成绩单就有了使用价值。
制作毕业证书(ANU毕业证)莫纳什大学毕业证成绩单官方原版办理
在线办理莫纳什大学毕业证【微信：176555708】(ANU毕业证书)成绩单学位证【微信：176555708】，留信认证（真实可查，永久存档）纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。#一整套莫纳什大学文凭证件办理#—包含莫纳什大学莫纳什大学毕业证文凭证书学历认证|使馆认证|归国人员证明|教育部认证|留信网认证永远存档教育部学历学位认证查询办理国外文凭国外学历学位认证#我们提供全套办理服务。
一整套留学文凭证件服务：
一：莫纳什大学莫纳什大学毕业证文凭证书毕业证 #成绩单等全套材料从防伪到印刷水印底纹到钢印烫金
二：真实使馆认证（留学人员回国证明）使馆存档
三：真实教育部认证教育部存档教育部留服网站永久可查
四：留信认证留学生信息网站永久可查
国外毕业证学位证成绩单办理方法：
1客户提供办理莫纳什大学莫纳什大学毕业证文凭证书信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。
教育部文凭学历认证认证的用途：
如果您计划在国内发展那么办理国内教育部认证是必不可少的。事业性用人单位如银行国企公务员在您应聘时都会需要您提供这个认证。其他私营 #外企企业无需提供！办理教育部认证所需资料众多且烦琐所有材料您都必须提供原件我们凭借丰富的经验帮您快速整合材料让您少走弯路。
实体公司专业为您服务如有需要请联系我: 微信176555708
学位认证网(DU毕业证)迪肯大学毕业证成绩单一比一原版制作
24小时办理【微信176555708】【毕业证明信-推荐信做学费单】成绩单，录取通知书，Offer，在读证明，雅思托福成绩单，真实大使馆教育部认证，回国人员证明，留信网认证。网上存档永久可查！
degree，Transcripts（一对一服务包括毕业院长签字,专业课程,学位类型,专业或教育领域,以及毕业日期.不要忽视这些细节.这两份文件同样重要!毕业证成绩单文凭留信网学历认证！）如果您是以下情况，我们都能竭诚为您解决实际问题：【公司采用定金+余款的付款流程，以最大化保障您的利益，让您放心无忧】
1、在校期间，因各种原因未能顺利毕业，拿不到官方迪肯大学毕业证+微信176555708；
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3、不清楚流程以及材料该如何准备；
4、回国时间很长，忘记办理毕业证丢失 学历认证《迪肯大学毕业证》微信176555708《DU学位证书购买》
学位证书验证；
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本科毕业证书扫描件的；
微信176555708面向迪肯大学毕业留学生提供以下服务:
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硕士毕业证】
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a.办理海外毕业证认证《迪肯大学毕业证》微信176555708《DU学位证书购买》
学位证书英文版，改成绩单，Offer、在读证明、学生卡、信封、证明信等全套材料，从防伪到印刷，从水印到钢印烫金，高精仿度跟学校原版100%相同.
b.真实使馆认证（即留学人员回国证明），使馆存档可通过大使馆查询确认.
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d.留信网认证，国家专业人才认证中心颁发入库证书，留信网存档可查.
e.招聘中介代理：本公司诚聘各地代理人员以及留学生，如果你有业余时间，有兴趣就请联系我们，我们会给到您的回报！期待您的加盟：一朝办理，终身受益（本信息长期有效）互惠互利，为广大海内外学子及有需要的人士在事业上跨过这道门槛！
【业务选择办理准则】
1.如果您只是为了的应付父母亲戚朋友看下迪肯大学毕业证，那么办理一份学位即可
2.如果您是为了回国找工作，只是进私营企业或者外企，那么办理一份多大学历认证有时间限制吗《迪肯大学毕业证》微信176555708《DU学位证书购买》
毕业证丢失补办即可，因为私营企业或者外企是不能查询学位真假的！
3.如果您是要进国企银行事业单位考公务员等就需办理真实学历认证！
诚招代理：本公司诚聘当地合作代理人员，如果你有业余时间，有兴趣就请联系我们。
办理新西兰奥克兰大学毕业证学位证书范本原版一模一样
原版一模一样【微信：741003700 】【新西兰奥克兰大学毕业证学位证书】【微信：741003700 】学位证，留信认证（真实可查，永久存档）offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原海外各大学 Bachelor Diploma degree, Master Degree Diploma
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
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Search results burying my post that used to rank before Google's March 2024 algorithm update.
留学学历(UoA毕业证)奥克兰大学毕业证成绩单官方原版办理
制做办理奥克兰大学学历证书＜176555708微信＞【毕业证明信-推荐信做学费单＞【微信176555708】【制作UoA毕业证文凭认证奥克兰大学毕业证成绩单购买】【UoA毕业证书】{奥克兰大学文凭购买}】成绩单，录取通知书，Offer，在读证明，雅思托福成绩单，真实大使馆教育部认证，回国人员证明，＞【制作UoA毕业证文凭认证奥克兰大学毕业证成绩单购买】【UoA毕业证书】{奥克兰大学文凭购买}留信网认证。
奥克兰大学学历证书＜微信176555708（一对一服务包括毕业院长签字,专业课程,学位类型,专业或教育领域,以及毕业日期.不要忽视这些细节.这两份文件同样重要!毕业证成绩单文凭留信网学历认证！）[留学文凭学历认证(留信认证使馆认证)奥克兰大学毕业证成绩单毕业证证书大学Offer请假条成绩单语言证书国际回国人员证明高仿教育部认证申请学校等一切高仿或者真实可查认证服务。
多年留学服务公司,拥有海外样板无数能完美1:1还原海外各国大学degreeDiplomaTranscripts等毕业材料。海外大学毕业材料都有哪些工艺呢？工艺难度主要由：烫金.钢印.底纹.水印.防伪光标.热敏防伪等等组成。而且我们每天都在更新海外文凭的样板以求所有同学都能享受到完美的品质服务。
国外毕业证学位证成绩单办理方法：
1客户提供办理奥克兰大学奥克兰大学硕士毕业证成绩单信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）
— — — — 我们是挂科和未毕业同学们的福音我们是实体公司精益求精的工艺！ — — — -
一真实留信认证的作用(私企外企荣誉的见证):
1：该专业认证可证明留学生真实留学身份同时对留学生所学专业等级给予评定。
2：国家专业人才认证中心颁发入库证书这个入网证书并且可以归档到地方。
3：凡是获得留信网入网的信息将会逐步更新到个人身份内将在公安部网内查询个人身份证信息后同步读取人才网入库信息。
4：个人职称评审加20分个人信誉贷款加10分。
5：在国家人才网主办的全国网络招聘大会中纳入资料供国家500强等高端企业选择人才。
办理毕业证(UPenn毕业证)宾夕法尼亚大学毕业证成绩单快速办理
官方原版办理宾夕法尼亚大学毕业证【微信176555708】学历认证怎么做：原版仿制宾夕法尼亚大学电子版成绩单毕业证认证【宾夕法尼亚大学毕业证成绩单】、宾夕法尼亚大学文凭证书成绩单复刻offer录取通知书、购买UPenn圣力嘉学院本科毕业证、【宾夕法尼亚大学毕业证办理UPenn毕业证书哪里买】、宾夕法尼亚大学 Offer在线办理UPenn Offer宾夕法尼亚大学Bachloer Degree。（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
◆◆◆◆◆ — — — — — — — — 【留学教育】留学归国服务中心 — — — — — -◆◆◆◆◆
【主营项目】
一.毕业证【微信：176555708】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【微信：176555708】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分→ 【关于价格问题（保证一手价格）
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
学历顾问：微信：176555708
Gen Z and the marketplaces - let's translate their needs
The product workshop focused on exploring the requirements of Generation Z in relation to marketplace dynamics. We delved into their specific needs, examined the specifics in their shopping preferences, and analyzed their preferred methods for accessing information and making purchases within a marketplace. Through the study of real-life cases , we tried to gain valuable insights into enhancing the marketplace experience for Generation Z.
The workshop was held on the DMA Conference in Vienna June 2024.
重新申请毕业证书(RMIT毕业证)皇家墨尔本理工大学毕业证成绩单精仿办理
不能毕业办理【RMIT毕业证【微信176555708】皇家墨尔本理工大学文凭学历】【微信176555708】【皇家墨尔本理工大学文凭学历证书】【皇家墨尔本理工大学毕业证书与成绩单样本图片】毕业证书补办 Fake Degree做学费单【毕业证明信-推荐信】成绩单，录取通知书，Offer，在读证明，雅思托福成绩单，真实大使馆教育部认证，回国人员证明，留信网认证。网上存档永久可查！全套服务：皇家墨尔本理工大学皇家墨尔本理工大学本科学位证成绩单真实回国人员证明 #真实教育部认证。让您回国发展信心十足#铸就十年品质！信誉！实体公司！可以视频看办公环境样板如需办理真实可查可以先到公司面谈勿轻信小中介黑作坊！
可以提供皇家墨尔本理工大学钢印 #水印 #烫金 #激光防伪 #凹凸版 #最新版的毕业证 #百分之百让您绝对满意
印刷DHL快递毕业证 #成绩单7个工作日真实大使馆教育部认证1个月。为了达到高水准高效率
请您先以qq或微信的方式对我们的服务进行了解后如果有皇家墨尔本理工大学皇家墨尔本理工大学本科学位证成绩单帮助再进行电话咨询。
国外毕业证学位证成绩单如何办理：
1客户提供办理信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）；
2开始安排制作皇家墨尔本理工大学毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。
可查真实(Monash毕业证)西澳大学毕业证成绩单退学买
办理假西澳大学毕业证【微信176555708】购买,办理Monash成绩单,Monash毕业证制作【微信176555708】【西澳大学毕业证】，Monash毕业证购买，Monash学位证，西澳大学学位证【Monash成绩单制作】【Monash毕业证文凭 Monash本科 澳洲学历认证原版制作【diploma certificate degree transcript 】【留信网认证，本科，硕士，海归，博士，排名，成绩单】代办国外（海外）澳洲、韩国、加拿大、新西兰等各大学毕业证。 ?我们对海外大学及学院的毕业证成绩单所使用的材料，尺寸大小，防伪结构（包括：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。 文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）都有原版本文凭对照。#一整套西澳大学文凭证件办理#—包含西澳大学西澳大学毕业证成绩单学历认证|使馆认证|归国人员证明|教育部认证|留信网认证永远存档教育部学历学位认证查询办理国外文凭国外学历学位认证#我们提供全套办理服务。
一整套留学文凭证件服务：
一：西澳大学西澳大学毕业证成绩单毕业证 #成绩单等全套材料从防伪到印刷水印底纹到钢印烫金
二：真实使馆认证（留学人员回国证明）使馆存档
三：真实教育部认证教育部存档教育部留服网站永久可查
四：留信认证留学生信息网站永久可查
国外毕业证学位证成绩单办理方法：
1客户提供办理西澳大学西澳大学毕业证成绩单信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。
教育部文凭学历认证认证的用途：
如果您计划在国内发展那么办理国内教育部认证是必不可少的。事业性用人单位如银行国企公务员在您应聘时都会需要您提供这个认证。其他私营 #外企企业无需提供！办理教育部认证所需资料众多且烦琐所有材料您都必须提供原件我们凭借丰富的经验帮您快速整合材料让您少走弯路。
实体公司专业为您服务如有需要请联系我: 微信176555708
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GraphSense - Real-time Insight into Virtual Currency Ecosystems
- 1. GraphSense Real-time Insight into Virtual Currency Ecosystems Bernhard Haslhofer, AIT - Austrian Institute of Technology Austrian Data Forum (ADF) Vienna, 2015-10-04
- 3. Bitcoin Ecosystem • A virtual currency based on a P2P network • Instant transactions worldwide • No central authorities and control • collective transaction management • collective money issuance • Public ledger of all transactions (block chain)
- 4. Goals • Build algorithms and tools for gaining insight into evolving virtual currency transaction graphs • actor roles • transaction patterns • currency unit flows • network topology • anomalies
- 5. Approach Scalable Anomaly Detection Algorithms (WP3) Cross Data Source Graph Construction (WP2) Open Data Data Streaming (WP1) Private Data Large-Scale Distributed Data Processing Platform Machine Learning and Data Mining Libraries Graph Analytics Frameworks GraphSense Analytics Dashboard (WP 4)
- 6. Project Key Facts • Duration: 01.09.2015 - 30.08.2017 (24 months) • Partners: • AIT - Austrian Institute of Technology • Braintribe IT Technologies GmbH • WU Wien - Institute for Information Business • Funding: FFG - IKT der Zukunft • Contact: bernhard.haslhofer@ait.ac.at