CID and Predictive Policing at the 2015 European Police Congress in Berlin

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This document summarizes information about CID GmbH and its subsidiaries Pattern Science AG and CID Consulting GmbH. CID GmbH is a software development company based in Germany that has been developing digital business process solutions using Microsoft .NET since 1997. It has 160 employees. Pattern Science AG focuses on text mining, semantics, and machine learning research. CID Consulting GmbH provides technology consulting services and implements knowledge management and competitive intelligence processes.

CID GmbH
• Digitization of Business Processes
since 1997
• Software Development based on
Microsoft .net
Pattern Science AG
• Research & Development on
Text Mining, Semantics &
Machine Learning since 2007
• Scientific Cooperations
CID Consulting GmbH
• Technology-focused Consulting
since 2008
• Implementation of
Knowledge Management and
Competitive Intelligence Processes
Hasselroth, Germany
• 160 Employees
• Founded 1997
Enterprise-ready
Software Solutions for
Efficient Processes
combined with
Innovative Research
and Development
Delivering Smart Answers

Mission at Police Services
Situation Overview
Analysis of Confiscated Data
Analysis of Paper-based Files
Analysis of Investigation Records, Documents, etc.

Predictive Policing
Predictive
Policing
Crime Statistics
Population Data
Weather Data
Social MediaSituation Reports
Filed Charges
Situation Analyses
Case Information

Text Mining & Semantic Analysis
Study/N:/PM Higher/ADJ/high tides/N/tide
from/ADP climate change/N likely/ADJ to/O
make/V hurricane/N flooding/N worse/ADJ
High/ADJ tides/N/tide have/V been/V/be getting/V/get
higher/ADJ/high and/CONJ low/ADJ tides/N/tide
lower/ADJ/low at/ADP cities/N/city around/ADP
the/DET Gulf/N of/ADP Mexico/N,/PM according/V
to/ADP a/DET new/ADJ study/N produced/V/produce
in/ADP part/N by/ADP scientists/N/scientist at/ADP
the/DET University/N of/ADP South/N Florida/N./PM
Mark/N Luther/N,/PM associate/N professor/N
of/ADP physical/ADJ oceanography/N,/PM
said/V/say that/CONJ those/DET extreme/ADJ
swings/N/swing have/V increased/V/increase
since/ADP the/DET 1990s/N./PM
Tokenization
Part of Speech Tagging
Lemmatization
Keyword Analysis
Named Entity Type Recognition
Named Entity Identification

Data Consolidation
Semantic
Knowledge
Base
Unstructured Data
Structured Data
Empowering Emergency Response
Systems Using Social Media
www.slandail.eu

Solution
Data Collection
• CORPUS® crawls web data, imports files, integrates with
data bases and other systems (e.g. CRM, ERP,...)
• Focusing on text, CORPUS® additionally provides
processing and analysis of structured data (e.g. financial
figures).

Solution
Data Collection Processing
• Automated Processing of imported data:
• Automated Natural Language Processing and Semantic
Analysis for the exact indexing of keywords, names
and other concepts
• Special, customer-related Taxonomies

Solution
Data Collection Processing
• Real-time Search and Analysis for Interactive Exploration
• Semantic Faceted Search for precise and thorough
results
• Topic Search to answer vaguely described questions
• Automated summary of result sets for a quick overview
and additional impulses
Search

Search
Solution
Data Collection Processing
Visualize &
Share
• Automated Text Analysis for a first overview:
• Significant keywords and topics representing an
aggregated overview of large data sets
• Content-based and statistical relationships between
documents, actors, ...

Solution
Processing
Visualize &
Share
• Automated processing incorporating Digital Image
Analysis, Text Mining and Semantics
• Quick Overview of content and correlations using
Significance and Topic Analysis
• Interactive exploration based on Semantic Search and
Topic Search with real-time content analysis
SearchData Collection

Thank You!
Alexander Stumpfegger
CID Consulting GmbH
Gewerbepark Birkenhain 1
D-63579 Freigericht
Germany
www.cid-consulting.com
Tel.: +49 6051-8846-101
E.: a.stumpfegger@cid.de
twitter: @CIDGermany

Gain Competitive Advantage by Increasing Knowledge Productivity: Link Insights from Big Data directly to Business Processes • real-time monitoring of Big and Smart Data • consolidated analysis of external (Web, Social Media, Deep Web, …) and internal (SharePoint, File Shares, Data Warehouses, …) data • provision of direct business process support through dashboards and alerts This presentation was held at the 2014 International Competitive Intelligence Conference in Bad Nauheim, Germany.

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Competitive Intelligence & “Big Data“ – Information Monitoring, Analysis & Trend Detection in Real-Time > how competitive intelligence can profit from knowledge Management & big data > how to tackle information overload and analyze most different kinds of data from financial and market figures, competitor and product information, news, scientific publications to social Media etc. > possibilities and methods not only to manage knowledge but to gain insights and support decision making > ways to prove the benefit of an investment in a ci tool for business This presentation was held during the 2013 CiMi.CON Evolution Conference in Berlin, Germany

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原版定制【Q微信:741003700】《(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书》【Q微信:741003700】成绩单、雅思、外壳、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。【业务选择办理准则】一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【Q微信741003700】文凭即可二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信741003700】即可三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，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，快捷的绿色通道帮您快速整合材料，让您少走弯路。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【关于价格问题（保证一手价格）】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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BU毕业证【微信95270640】购买（波士顿大学毕业证成绩单硕士学历）Q微信95270640代办BU学历认证留信网伪造波士顿大学学位证书精仿波士顿大学本科/硕士文凭证书补办波士顿大学 diplomaoffer,Transcript购买波士顿大学毕业证成绩单购买BU假毕业证学位证书购买伪造波士顿大学文凭证书学位证书,专业办理雅思、托福成绩单，学生ID卡，在读证明，海外各大学offer录取通知书，毕业证书，成绩单，文凭等材料:1:1完美还原毕业证、offer录取通知书、学生卡等各种在读或毕业材料的防伪工艺（包括烫金、烫银、钢印、底纹、凹凸版、水印、防伪光标、热敏防伪、文字图案浮雕，激光镭射，紫外荧光，温感光标）学校原版上有的工艺我们一样不会少，不论是老版本还是最新版本，都能保证最高程度还原，力争完美以求让所有同学都能享受到完美的品质服务。专业为留学生办理波士顿大学波士顿大学毕业证offer【100%存档可查】留学全套申请材料办理。本公司承诺所有毕业证成绩单成品全部按照学校原版工艺对照一比一制作和学校一样的羊皮纸张保证您证书的质量！如果你回国在学历认证方面有以下难题请联系我们我们将竭诚为你解决认证瓶颈 1所有材料真实但资料不全无法提供完全齐整的原件。【如：成绩单丶毕业证丶回国证明等材料中有遗失的。】 2获得真实的国外最终学历学位但国外本科学历就读经历存在问题或缺陷。【如：国外本科是教育部不承认的或者是联合办学项目教育部没有备案的或者外本科没有正常毕业的。】 3学分转移联合办学等情况复杂不知道怎么整理材料的。时间紧迫自己不清楚递交流程的。如果你是以上情况之一请联系我们我们将在第一时间内给你免费咨询相关信息。我们将帮助你整理认证所需的各种材料.帮你解决国外学历认证难题。国外波士顿大学波士顿大学毕业证offer办理方法： 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波士顿大学波士顿大学毕业证offer）； 2开始安排制作波士顿大学毕业证成绩单电子图； 3波士顿大学毕业证成绩单电子版做好以后发送给您确认； 4波士顿大学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波士顿大学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）。二条巴掌般大的裤衩衩走出泳池山娃感觉透身粘粘乎乎散发着药水味有点痒山娃顿时留恋起家乡的小河潺潺活水清凉无比日子就这样孤寂而快乐地过着寂寞之余山娃最神往最开心就是晚上无论多晚多累父亲总要携山娃出去兜风逛夜市流光溢彩人潮涌动的都市夜生活总让山娃目不暇接惊叹不已父亲老问山娃想买什么想吃什么山娃知道父亲赚钱很辛苦除了书籍和文具山娃啥也不要能牵着父亲的手满城闲逛他已心满意足了父亲连挑了三套童装叫山娃试穿山伸

SOCRadar Germany 2024 Threat Landscape Report

SOCRadar

As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape. In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity. 🔑 Key findings include: 🔍 Increased frequency and complexity of cyber threats. 🔍 Escalation of state-sponsored and criminally motivated cyber operations. 🔍 Active dark web exchanges of malicious tools and tactics. Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities. This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.

【社内勉強会資料_Octo: An Open-Source Generalist Robot Policy】

NABLAS株式会社

一比一原版(UofS毕业证书)萨省大学毕业证如何办理

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一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单

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一比一原版(CBU毕业证)卡普顿大学毕业证如何办理

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Q1’2024 Update: MYCI’s Leap Year Rebound

Oppotus

一比一原版(UMich毕业证)密歇根大学|安娜堡分校毕业证成绩单

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FP Growth Algorithm and its Applications

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一比一原版(CBU毕业证)不列颠海角大学毕业证成绩单

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一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单

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Ch03-Managing the Object-Oriented Information Systems Project a.pdf

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Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...

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M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years. Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success. MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies. According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”

一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理

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一比一原版(Deakin毕业证书)迪肯大学毕业证如何办理

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原版定制【微信:41543339】【(Deakin毕业证书)迪肯大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）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。【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】【业务选择办理准则】一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，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，快捷的绿色通道帮您快速整合材料，让您少走弯路。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留信网服务项目： 1、留学生专业人才库服务（留信分析） 2、国（境）学习人员提供就业推荐信服务 3、留学人员区块链存储服务 → 【关于价格问题（保证一手价格）】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。选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信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！

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CID and Predictive Policing at the 2015 European Police Congress in Berlin

2. CID GmbH • Digitization of Business Processes since 1997 • Software Development based on Microsoft .net Pattern Science AG • Research & Development on Text Mining, Semantics & Machine Learning since 2007 • Scientific Cooperations CID Consulting GmbH • Technology-focused Consulting since 2008 • Implementation of Knowledge Management and Competitive Intelligence Processes Hasselroth, Germany • 160 Employees • Founded 1997 Enterprise-ready Software Solutions for Efficient Processes combined with Innovative Research and Development Delivering Smart Answers

3. Mission at Police Services Situation Overview Analysis of Confiscated Data Analysis of Paper-based Files Analysis of Investigation Records, Documents, etc.

4. Predictive Policing Predictive Policing Crime Statistics Population Data Weather Data Social MediaSituation Reports Filed Charges Situation Analyses Case Information

5. Text Mining & Semantic Analysis Study/N:/PM Higher/ADJ/high tides/N/tide from/ADP climate change/N likely/ADJ to/O make/V hurricane/N flooding/N worse/ADJ High/ADJ tides/N/tide have/V been/V/be getting/V/get higher/ADJ/high and/CONJ low/ADJ tides/N/tide lower/ADJ/low at/ADP cities/N/city around/ADP the/DET Gulf/N of/ADP Mexico/N,/PM according/V to/ADP a/DET new/ADJ study/N produced/V/produce in/ADP part/N by/ADP scientists/N/scientist at/ADP the/DET University/N of/ADP South/N Florida/N./PM Mark/N Luther/N,/PM associate/N professor/N of/ADP physical/ADJ oceanography/N,/PM said/V/say that/CONJ those/DET extreme/ADJ swings/N/swing have/V increased/V/increase since/ADP the/DET 1990s/N./PM Tokenization Part of Speech Tagging Lemmatization Keyword Analysis Named Entity Type Recognition Named Entity Identification

6. Data Consolidation Semantic Knowledge Base Unstructured Data Structured Data Empowering Emergency Response Systems Using Social Media www.slandail.eu

7. Analysis

8. Solution Data Collection • CORPUS® crawls web data, imports files, integrates with data bases and other systems (e.g. CRM, ERP,...) • Focusing on text, CORPUS® additionally provides processing and analysis of structured data (e.g. financial figures).

9. Solution Data Collection Processing • Automated Processing of imported data: • Automated Natural Language Processing and Semantic Analysis for the exact indexing of keywords, names and other concepts • Special, customer-related Taxonomies

10. Solution Data Collection Processing • Real-time Search and Analysis for Interactive Exploration • Semantic Faceted Search for precise and thorough results • Topic Search to answer vaguely described questions • Automated summary of result sets for a quick overview and additional impulses Search

11. Search Solution Data Collection Processing Visualize & Share • Automated Text Analysis for a first overview: • Significant keywords and topics representing an aggregated overview of large data sets • Content-based and statistical relationships between documents, actors, ...

12. Solution Processing Visualize & Share • Automated processing incorporating Digital Image Analysis, Text Mining and Semantics • Quick Overview of content and correlations using Significance and Topic Analysis • Interactive exploration based on Semantic Search and Topic Search with real-time content analysis SearchData Collection

13. Thank You! Alexander Stumpfegger CID Consulting GmbH Gewerbepark Birkenhain 1 D-63579 Freigericht Germany www.cid-consulting.com Tel.: +49 6051-8846-101 E.: a.stumpfegger@cid.de twitter: @CIDGermany

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