Welcome!

Industrial IoT Authors: Yeshim Deniz, Elizabeth White, SmartBear Blog, Liz McMillan, Pat Romanski

Related Topics: Microservices Expo, Industrial IoT, Containers Expo Blog, @CloudExpo, Government Cloud

Microservices Expo: Blog Feed Post

StreetCred: Big Data Finds Fugitives

StreetCred Software is a Big Data solution designed by two Texas police officers

By

Traffic citations are critical for funding police departments, courts, and municipalities. Unpaid citations or missed court appearances result in warrants and additional fees, but finding or arresting fugitives and collecting unpaid fines is difficult as well as time and manpower intensive. As a result, the process often stops there. In Texas alone, there is almost $1 billion in outstanding warrants, with $300 million in Houston and $100 million in Dallas.

StreetCred Software is a Big Data solution designed by two Texas police officers, one a technology industry veteran who  later joined the force to cut down on that backlog by collecting and analyzing all available information to optimize and manage the entire warrant lifecycle. When tested over a year within a Texas police department, StreetCred helped warrant officers increase their successful contacts by more than threefold while decreasing costs per contact by nearly three quarters.

A good misdemeanor warrant officer will spend days planning routes, printing maps and photos, checking addresses, doing paperwork, and other research and preparation before he or she can actually go out and make contacts and arrests. As a result, in smaller agencies, the warrant officer will typically only spend one to two days per week in the field, during which he or she can expect to make five to seven good contacts where they speak with or confirm the address of a. Aside from a lack of basic route planning, this rate is hampered by false, misleading, or simply incorrect information as well as attempts to avoid law enforcement by fugitives. To determine which warrants are worthwhile and which are misleading, or which home or work address to check, a veteran warrant officer will consider dozens of small factors such as, available information on the fugitive’s employment, the given neighborhood, and the type of violation or crime committed. This undocumented, manual, and repetitive  process helps officers determine which warrants to pursue and how. Failures in this complex and subtle process mean missed contacts and missed opportunities.

StreetCred Software uses Big Data analysis techniques to automate these procedures and hunches. The software aggregates court, police, and law enforcement database records together with open source and other information. It alerts officers of potentially dangerous fugitives by correlating misdemeanor data with felony and violent history data from sources traditionally unavailable to warrant officers.

It compiles those records, storing them on server in the agency’s data room, and accessed by a secure connection from the standard laptop in the cruiser, so that he or she doesn’t need to assemble and carry around several boxes of papers, and analyzes that data, automating the conclusions and hunches of a good warrant officer.

StreetCred can do that because it’s built for cops by cops, and its c0-creator, David Henderson, has run a warrant department for a Texas agency, pursuing misdemeanor and felony fugitives. In his 15 years in law enforcement, David has tracked and arrested over 600 violent felony criminals including a child murderer featured on the television show America’s Most Wanted, and has worked that experience, as well as the insight of his colleagues, into StreetCred’s algorithms.

Using all of the available information, StreetCred scores the thousands or tens of thousands of warrants that it works with on a scale of 1 to 100, with the highest scores being the ones most likely to result in an easy contact or arrest. This helps the agency prioritize their warrants and not waste time with warrants that are no longer relevant, have insufficient or false information, or are otherwise unlikely to yield results. Such warrants may also be important and would then be pursued by the police department, possibly with the help of StreetCred, but are not a good choice for quickly clearing the backlog or collecting revenue. StreetCred also plots warrants on a map with their scores and whether the address is home or work to help with route optimization. Once contact has been made, StreetCred uses the information it gathers to help fill out the paperwork associated with the contact, freeing up more time. As a result, when StreetCred was implemented with a Texas law enforcement agency, it took the average number of contacts per day from 5 to 22 during the first year.

StreetCred’s interface also simplifies making contacts. All of the relevant data on a fugitive can easily be accessed through the touch-screen laptop in the officer’s cruiser, which means that it is intuitive and can be used quickly on a touch screen. Relevant information is prominently displayed in such a way that officers can reference it while driving without getting distracted, information important for officer safety such as the picture of the fugitive stays on screen, and all the buttons are large for easy access, with no information more than one click away. Agencies can also add their own information, such as overlaying crime hot spots or sex offenders on to the fugitive map.

StreetCred has been tested for a year in a small city near Dallas where it achieved impressive results. It reduced the cost-per-contact by 68%  by lowering required research time, printing costs, and vehicle operations costs, and more than doubled the clearance rate per hour worked of misdemeanor warrants.

Fugitive hunting software can be worrying due to both privacy and information security concerns, but StreetCred Software takes both into account. The algorithms never factor in race or gender when scoring warrants, and the software helps keep track of contacts and arrests to prevent abuses.  StreetCred is also less concerned with finding good warrants than throwing out bad ones. Numerous features are built in to ensure that sensitive information isn’t leaked such as extensive physical and information security measures in the infrastructure, making sure that no information leaves StreetCred without encryption, and special views on the mobile versions of the software to prevent private information from being seen by onlookers when an officer is walking around or asking neighbors if they’ve seen the person in their picture.

As with all innovative solutions, however, StreetCred raises several questions and concerns that will need to be addressed with time and wider deployment. The most obvious is that some of its initial success may simply be a result of plucking the lowest hanging fruit, the warrants just waiting to be collected. Once officers begin to work through the backlog, the more challenging warrants will remain, which may lower the success rate. Still, given current backlogs, this would be a good problem to have. Another concern is the focus on misdemeanor warrants. While this approach makes sense given tight budgets, some of these features would be valuable for felony warrants as well and could do serious good there. Fortunately, StreetCred Software Inc. intends to launch its felony warrant solution in a few months.

StreetCred is a great example of how Big Data can be leveraged for public safety. As with predictive policing, StreetCred helps officers do more and better with less time and money, which is critical now with shrinking departments and budgets. While StreetCred already handles an otherwise overwhelming amount of information, it’s working to make the data even bigger by enabling national cooperation and information sharing among law enforcement agencies. As StreetCred, which is currently deployed at a handful of agencies, continues its launch, we can look forward to more creative and necessary applications of Big Data for law enforcement, government, and public safety.

Read the original blog entry...

More Stories By Bob Gourley

Bob Gourley writes on enterprise IT. He is a founder and partner at Cognitio Corp and publsher of CTOvision.com

@ThingsExpo Stories
SYS-CON Events announced today that Silicon India has been named “Media Sponsor” of SYS-CON's 21st International Cloud Expo, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Published in Silicon Valley, Silicon India magazine is the premiere platform for CIOs to discuss their innovative enterprise solutions and allows IT vendors to learn about new solutions that can help grow their business.
The Internet giants are fully embracing AI. All the services they offer to their customers are aimed at drawing a map of the world with the data they get. The AIs from these companies are used to build disruptive approaches that cannot be used by established enterprises, which are threatened by these disruptions. However, most leaders underestimate the effect this will have on their businesses. In his session at 21st Cloud Expo, Rene Buest, Director Market Research & Technology Evangelism at Ara...
Amazon started as an online bookseller 20 years ago. Since then, it has evolved into a technology juggernaut that has disrupted multiple markets and industries and touches many aspects of our lives. It is a relentless technology and business model innovator driving disruption throughout numerous ecosystems. Amazon’s AWS revenues alone are approaching $16B a year making it one of the largest IT companies in the world. With dominant offerings in Cloud, IoT, eCommerce, Big Data, AI, Digital Assista...
The current age of digital transformation means that IT organizations must adapt their toolset to cover all digital experiences, beyond just the end users’. Today’s businesses can no longer focus solely on the digital interactions they manage with employees or customers; they must now contend with non-traditional factors. Whether it's the power of brand to make or break a company, the need to monitor across all locations 24/7, or the ability to proactively resolve issues, companies must adapt to...
"MobiDev is a Ukraine-based software development company. We do mobile development, and we're specialists in that. But we do full stack software development for entrepreneurs, for emerging companies, and for enterprise ventures," explained Alan Winters, U.S. Head of Business Development at MobiDev, in this SYS-CON.tv interview at 20th Cloud Expo, held June 6-8, 2017, at the Javits Center in New York City, NY.
SYS-CON Events announced today that TMC has been named “Media Sponsor” of SYS-CON's 21st International Cloud Expo and Big Data at Cloud Expo, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Global buyers rely on TMC’s content-driven marketplaces to make purchase decisions and navigate markets. Learn how we can help you reach your marketing goals.
SYS-CON Events announced today that TechTarget has been named “Media Sponsor” of SYS-CON's 21st International Cloud Expo, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. TechTarget storage websites are the best online information resource for news, tips and expert advice for the storage, backup and disaster recovery markets.
SYS-CON Events announced today that Telecom Reseller has been named “Media Sponsor” of SYS-CON's 21st International Cloud Expo, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Telecom Reseller reports on Unified Communications, UCaaS, BPaaS for enterprise and SMBs. They report extensively on both customer premises based solutions such as IP-PBX as well as cloud based and hosted platforms.
Artificial intelligence, machine learning, neural networks. We’re in the midst of a wave of excitement around AI such as hasn’t been seen for a few decades. But those previous periods of inflated expectations led to troughs of disappointment. Will this time be different? Most likely. Applications of AI such as predictive analytics are already decreasing costs and improving reliability of industrial machinery. Furthermore, the funding and research going into AI now comes from a wide range of com...
SYS-CON Events announced today that Ayehu will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on October 31 - November 2, 2017 at the Santa Clara Convention Center in Santa Clara California. Ayehu provides IT Process Automation & Orchestration solutions for IT and Security professionals to identify and resolve critical incidents and enable rapid containment, eradication, and recovery from cyber security breaches. Ayehu provides customers greater control over IT infras...
SYS-CON Events announced today that MobiDev, a client-oriented software development company, will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. MobiDev is a software company that develops and delivers turn-key mobile apps, websites, web services, and complex software systems for startups and enterprises. Since 2009 it has grown from a small group of passionate engineers and business...
SYS-CON Events announced today that Conference Guru has been named “Media Sponsor” of SYS-CON's 21st International Cloud Expo, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. A valuable conference experience generates new contacts, sales leads, potential strategic partners and potential investors; helps gather competitive intelligence and even provides inspiration for new products and services. Conference Guru works with conference organi...
SYS-CON Events announced today that GrapeUp, the leading provider of rapid product development at the speed of business, will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Grape Up is a software company, specialized in cloud native application development and professional services related to Cloud Foundry PaaS. With five expert teams that operate in various sectors of the market acr...
In this presentation, Striim CTO and founder Steve Wilkes will discuss practical strategies for counteracting fraud and cyberattacks by leveraging real-time streaming analytics. In his session at @ThingsExpo, Steve Wilkes, Founder and Chief Technology Officer at Striim, will provide a detailed look into leveraging streaming data management to correlate events in real time, and identify potential breaches across IoT and non-IoT systems throughout the enterprise. Strategies for processing massive ...
Internet of @ThingsExpo, taking place October 31 - November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 21st Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The Internet of Things (IoT) is the most profound change in personal and enterprise IT since the creation of the Worldwide Web more than 20 years ago. All major researchers estimate there will be tens of billions devic...
SYS-CON Events announced today that Cloud Academy named "Bronze Sponsor" of 21st International Cloud Expo which will take place October 31 - November 2, 2017 at the Santa Clara Convention Center in Santa Clara, CA. Cloud Academy is the industry’s most innovative, vendor-neutral cloud technology training platform. Cloud Academy provides continuous learning solutions for individuals and enterprise teams for Amazon Web Services, Microsoft Azure, Google Cloud Platform, and the most popular cloud com...
SYS-CON Events announced today that CA Technologies has been named "Platinum Sponsor" of SYS-CON's 21st International Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. CA Technologies helps customers succeed in a future where every business - from apparel to energy - is being rewritten by software. From planning to development to management to security, CA creates software that fuels transformation for companies in the applic...
The current age of digital transformation means that IT organizations must adapt their toolset to cover all digital experiences, beyond just the end users’. Today’s businesses can no longer focus solely on the digital interactions they manage with employees or customers; they must now contend with non-traditional factors. Whether it's the power of brand to make or break a company, the need to monitor across all locations 24/7, or the ability to proactively resolve issues, companies must adapt to...
SYS-CON Events announced today that IBM has been named “Diamond Sponsor” of SYS-CON's 21st Cloud Expo, which will take place on October 31 through November 2nd 2017 at the Santa Clara Convention Center in Santa Clara, California.
We build IoT infrastructure products - when you have to integrate different devices, different systems and cloud you have to build an application to do that but we eliminate the need to build an application. Our products can integrate any device, any system, any cloud regardless of protocol," explained Peter Jung, Chief Product Officer at Pulzze Systems, in this SYS-CON.tv interview at @ThingsExpo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA