Welcome!

Industrial IoT Authors: Pat Romanski, Christopher Keene, Peter Silva, Lori MacVittie, Elizabeth White

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
Identity is in everything and customers are looking to their providers to ensure the security of their identities, transactions and data. With the increased reliance on cloud-based services, service providers must build security and trust into their offerings, adding value to customers and improving the user experience. Making identity, security and privacy easy for customers provides a unique advantage over the competition.
SYS-CON Events announced today that 910Telecom will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Housed in the classic Denver Gas & Electric Building, 910 15th St., 910Telecom is a carrier-neutral telecom hotel located in the heart of Denver. Adjacent to CenturyLink, AT&T, and Denver Main, 910Telecom offers connectivity to all major carriers, Internet service providers, Internet backbones and ...
SYS-CON Events announced today that Pulzze Systems will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Pulzze Systems, Inc. provides infrastructure products for the Internet of Things to enable any connected device and system to carry out matched operations without programming. For more information, visit http://www.pulzzesystems.com.
There is growing need for data-driven applications and the need for digital platforms to build these apps. In his session at 19th Cloud Expo, Muddu Sudhakar, VP and GM of Security & IoT at Splunk, will cover different PaaS solutions and Big Data platforms that are available to build applications. In addition, AI and machine learning are creating new requirements that developers need in the building of next-gen apps. The next-generation digital platforms have some of the past platform needs a...
Data is an unusual currency; it is not restricted by the same transactional limitations as money or people. In fact, the more that you leverage your data across multiple business use cases, the more valuable it becomes to the organization. And the same can be said about the organization’s analytics. In his session at 19th Cloud Expo, Bill Schmarzo, CTO for the Big Data Practice at EMC, will introduce a methodology for capturing, enriching and sharing data (and analytics) across the organizati...
Internet of @ThingsExpo, taking place November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 19th 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 devices - comp...
SYS-CON Events announced today Telecom Reseller has been named “Media Sponsor” of SYS-CON's 19th International Cloud Expo, which will take place on November 1–3, 2016, 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.
SYS-CON Events announced today that Adobe has been named “Bronze Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2016, at the Javits Center in New York, New York. Adobe is changing the world though digital experiences. Adobe helps customers develop and deliver high-impact experiences that differentiate brands, build loyalty, and drive revenue across every screen, including smartphones, computers, tablets and TVs. Adobe content solutions are used daily by millions of co...
Why do your mobile transformations need to happen today? Mobile is the strategy that enterprise transformation centers on to drive customer engagement. In his general session at @ThingsExpo, Roger Woods, Director, Mobile Product & Strategy – Adobe Marketing Cloud, covered key IoT and mobile trends that are forcing mobile transformation, key components of a solid mobile strategy and explored how brands are effectively driving mobile change throughout the enterprise.
Pulzze Systems was happy to participate in such a premier event and thankful to be receiving the winning investment and global network support from G-Startup Worldwide. It is an exciting time for Pulzze to showcase the effectiveness of innovative technologies and enable them to make the world smarter and better. The reputable contest is held to identify promising startups around the globe that are assured to change the world through their innovative products and disruptive technologies. There w...
Data is the fuel that drives the machine learning algorithmic engines and ultimately provides the business value. In his session at Cloud Expo, Ed Featherston, a director and senior enterprise architect at Collaborative Consulting, will discuss the key considerations around quality, volume, timeliness, and pedigree that must be dealt with in order to properly fuel that engine.
19th Cloud Expo, taking place November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy. Meanwhile, 94% of enterpri...
Almost two-thirds of companies either have or soon will have IoT as the backbone of their business in 2016. However, IoT is far more complex than most firms expected. How can you not get trapped in the pitfalls? In his session at @ThingsExpo, Tony Shan, a renowned visionary and thought leader, will introduce a holistic method of IoTification, which is the process of IoTifying the existing technology and business models to adopt and leverage IoT. He will drill down to the components in this fra...
With so much going on in this space you could be forgiven for thinking you were always working with yesterday’s technologies. So much change, so quickly. What do you do if you have to build a solution from the ground up that is expected to live in the field for at least 5-10 years? This is the challenge we faced when we looked to refresh our existing 10-year-old custom hardware stack to measure the fullness of trash cans and compactors.
The emerging Internet of Everything creates tremendous new opportunities for customer engagement and business model innovation. However, enterprises must overcome a number of critical challenges to bring these new solutions to market. In his session at @ThingsExpo, Michael Martin, CTO/CIO at nfrastructure, outlined these key challenges and recommended approaches for overcoming them to achieve speed and agility in the design, development and implementation of Internet of Everything solutions wi...
Cloud computing is being adopted in one form or another by 94% of enterprises today. Tens of billions of new devices are being connected to The Internet of Things. And Big Data is driving this bus. An exponential increase is expected in the amount of information being processed, managed, analyzed, and acted upon by enterprise IT. This amazing is not part of some distant future - it is happening today. One report shows a 650% increase in enterprise data by 2020. Other estimates are even higher....
Today we can collect lots and lots of performance data. We build beautiful dashboards and even have fancy query languages to access and transform the data. Still performance data is a secret language only a couple of people understand. The more business becomes digital the more stakeholders are interested in this data including how it relates to business. Some of these people have never used a monitoring tool before. They have a question on their mind like “How is my application doing” but no id...
Smart Cities are here to stay, but for their promise to be delivered, the data they produce must not be put in new siloes. In his session at @ThingsExpo, Mathias Herberts, Co-founder and CTO of Cityzen Data, will deep dive into best practices that will ensure a successful smart city journey.
DevOps at Cloud Expo, taking place Nov 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 19th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The widespread success of cloud computing is driving the DevOps revolution in enterprise IT. Now as never before, development teams must communicate and collaborate in a dynamic, 24/7/365 environment. There is no time to wait for long dev...
The 19th International Cloud Expo has announced that its Call for Papers is open. Cloud Expo, to be held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, brings together Cloud Computing, Big Data, Internet of Things, DevOps, Digital Transformation, Microservices and WebRTC to one location. With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportuni...