Recommind Hits $70 Million
September 16, 2015
A video from the Big Data Landscape, part of their Big Data TV series, brings us an interview with Recommind’s CEO, Bob Tennant. The 11-and-a-half minute video and its transcript appear under the headline, “How Recommind Grew to $70M in Big Data Revenue.”
The interview by Dave Feinleib explores Recommind’s right-moves-at-the-right-time origin story, what its intelligence and eDiscovery software does, and why Tennant is confident the company will continue to thrive. This successful CEO also offers advice for aspiring entrepreneurs in any field, so check out the video or transcript for those words of wisdom.
Interestingly, the technology Tennant describes reminds us of early Autonomy methods [pdf]. He discusses working with unstructured data:
“So what you have to do is try to understand at a deeper level what’s happening semantically. What Recommind does is marry up a very highly scalable system for dealing with unstructured information– and the kind of database you need for doing that is different than what you would utilize for online transaction processing. But it also marries that up with a very deep knowledge of machine learning, which is the root of the company and where our post-docs were doing their research, to help understand what the key pieces of information in the sea of textual stuff are. And once you understand the key pieces, then you can put that into applications for further use or you can provide it to business intelligence applications to make sense of, or you can feed it elsewhere. But that’s very different from dealing with very structured data that most people are familiar with.”
Launched in 2000 and headquartered in San Francisco, Recommind provides search-powered analysis and governance solutions to customers around the world. The company’s Malolo technology stack is built upon their CORE information management platform.
Cynthia Murrell, September 16, 2015
Sponsored by ArnoldIT.com, publisher of the CyberOSINT monograph
Where’s the Finish Line Enterprise Search?
September 16, 2015
What never ceases to amaze me is that people are always perplexed when goals for technology change. It always comes with a big hullabaloo and rather than complaining about the changes, time would be better spent learning ways to adapt and learn from the changes. Enterprise search is one of those technology topics that sees slow growth, but when changes occur they are huge. Digital Workplace Group tracks the newest changes in enterprise search, explains why they happened, and how to adapt: “7 Ways The Goal Posts On Enterprise Search Have Moved.”
After spending an inordinate amount of explaining how the author arrived at the seven ways enterprise search has changed, we are finally treated to the bulk of the article. Among the seven reasons are obvious insights that have been discussed in prior articles on Beyond Search, but there are new ideas to ruminate about. Among the obvious are that users want direct answers, they expect search to do more than find information, and understanding a user’s intent. While the obvious insights are already implemented in search engines, enterprise search lags behind.
Enterprise search should work on a more personalized level due it being part of a closed network and how people rely on it to fulfill an immediate need. A social filter could be applied to display a user’s personal data in search results and also users rely on the search filter as a quick shortcut feature. Enterprise search is way behind in taking advantage of search analytics and how users consume and manipulate data.
“To summarize everything above: Search isn’t about search; it’s about finding, connecting, answers, behaviors and productivity. Some of the above changes are already here within enterprises. Some are still just being tested in the consumer space. But all of them point to a new phase in the life of the Internet, intranets, computer technology and the experience of modern, digital work.”
As always there is a lot of room for enterprise search improvement, but these changes need to made for an updated and better work experience.
Whitney Grace, September 16, 2015
Sponsored by ArnoldIT.com, publisher of the CyberOSINT monograph
Free InetSoft Data Tools for AWS Users
September 14, 2015
Users of AWS now have access to dashboard and analytics tools from data intelligence firm InetSoft, we learn from “InetSoft’s Style Scope Agile Edition Launched on Amazon Web Services for No Extra Cost Cloud-based Dashboards and Analytics” at PRWeb. The press release announces:
“Installable directly from the marketplace into an organization’s Amazon environment, the application can connect to Amazon RDS, Redshift, MySQL, and other data sources. Its primary limitation is a limit of two simultaneous users. In terms of functionality, the enterprise administration layer with granular security controls is omitted. The application gives fast access to powerful KPI reporting and multi-dimensional analysis, enabling the private sharing of dashboards and visualizations ideally suited for individual analysts, data scientists, and small teams in any departmental function. It also provides a self-service way of evaluating much of the same technology available in InetSoft’s commercial offerings, applications suitable for enterprise-wide deployment or embedding into other cloud-based solutions.”
So now AWS users can pick up free tools with this Style Scope Agile Edition, and InetSoft may pick up a customers for its commercial version of Style Scope. The company emphasizes that their product does not require users to re-architect data warehouses, and their data access layer, based on MapReduce principles, boosts performance. Founded in 1996, InetSoft is based in New Jersey.
Cynthia Murrell, September 14, 2015
Sponsored by ArnoldIT.com, publisher of the CyberOSINT monograph
Content Matching Helps Police Bust Dark Web Sex Trafficking Ring
September 4, 2015
The Dark Web is not only used to buy and sell illegal drugs, but it is also used to perpetuate sex trafficking, especially of children. The work of law enforcement agencies working to prevent the abuse of sex trafficking victims is detailed in a report by the Australia Broadcasting Corporation called “Secret ‘Dark Net’ Operation Saves Scores Of Children From Abuse; Ringleader Shannon McCoole Behind Bars After Police Take Over Child Porn Site.” For ten months, Argos, the Queensland, police anti-pedophile taskforce tracked usage on an Internet bulletin board with 45,000 members that viewed and uploaded child pornography.
The Dark Web is notorious for encrypting user information and that is one of the main draws, because users can conduct business or other illegal activities, such as view child pornography, without fear of retribution. Even the Dark Web, however, leaves a digital trail and Argos was able to track down the Web site’s administrator. It turned out the administrator was an Australian childcare worker who had been sentenced to 35 years in jail for sexually abusing seven children in his care and sharing child pornography.
Argos was able to catch the perpetrator by noticing patterns in his language usage in posts he made to the bulletin board (he used the greeting “hiya”). Using advanced search techniques, the police sifted through results and narrowed them down to a Facebook page and a photograph. From the Facebook page, they got the administrator’s name and made an arrest.
After arresting the ringleader, Argos took over the community and started to track down the rest of the users.
” ‘Phase two was to take over the network, assume control of the network, try to identify as many of the key administrators as we could and remove them,’ Detective Inspector Jon Rouse said. ‘Ultimately, you had a child sex offender network that was being administered by police.’ ”
When they took over the network, the police were required to work in real-time to interact with the users and gather information to make arrests.
Even though the Queensland police were able to end one Dark Web child pornography ring and save many children from abuse, there are still many Dark Web sites centered on child sex trafficking.
Whitney Grace, September 4, 2015
Sponsored by ArnoldIT.com, publisher of the CyberOSINT monograph
Shades of CrossZ: Compress Data to Speed Search
September 3, 2015
I have mentioned in my lectures a start up called CrossZ. Before whipping out your smartphone and running a predictive query on the Alphabet GOOG thing, sit tight.
CrossZ hit my radar in 1997. The concept behind the company was to compress extracted chunks of data. The method, as I recall, made use of fractal compression, which was the rage at that time. The queries were converted to fractal tokens. The system then quickly pulled out the needed data and displayed them in human readable form. The approach was called as I recall “QueryObject.” By 2002, the outfit dropped off my radar. The downside of the CrossZ approach was that the compression was asymmetric; that is, slow preparing the fractal chunk but really fast when running a query and extracting the needed data.
Flash forward to Terbium Labs, which has a patent on a method of converting data to tokens or what the firm calls “digital fingerprints.” The system matches patterns and displays high probability matches. Terbium is a high potential outfit. The firm’s methods may be a short cut for some of the Big Data matching tasks some folks in the biology lab have.
For me, the concept of reducing the size of a content chunk and then querying it to achieve faster response time is a good idea.
What do you think I thought when I read “Searching Big Data Faster”? Three notions flitter through my aged mind:
First, the idea is neither new nor revolutionary. Perhaps the MIT implementation is novel? Maybe not?
Second, the main point that “evolution is stingy with good designs” strikes me as a wild and crazy generalization. What about the genome of the octopus, gentle reader?
Third, MIT is darned eager to polish the MIT apple. This is okay as long as the whiz kids take a look at companies which used this method a couple of decades ago.
That is probably not important to anyone but me and to those who came up with the original idea, maybe before CrossZ popped out of Eastern Europe and closed a deal with a large financial services firm years ago.
Stephen E Arnold, September 3, 2015
Does This Autonomous Nerf Gun Herald the Age of Killer Robots?
September 3, 2015
Well here’s something interesting that has arisen from HP’s “disastrous” $11 billion acquisition of Autonomy: check out this three-minute YouTube video: “See What You Can Create with HP IDOL OnDemand.” The fascinating footage reveals the product of developer Martin Zerbib’s “little project,” made possible with IDOL OnDemand and a Nerf gun. Watch as the system targets a specific individual, a greedy pizza grabber, a napping worker, and a thief. It seems like harmless fun, until you realize how gruesome this footage would be if this were a real gun.
It is my opinion that it is the wielders of weapons who should be held directly responsible for their misuse, not the inventors. Still, commenter “Dazed Confused” has a point when he rhetorically asks “What could possibly go wrong?” and links to an article in Bulletin of the Atomic Scientists, “Stopping Killer Robots and Other Future Threats.” That piece describes an agreement being hammered out that proposes to ban the development of fully autonomous weapons. Writer Seth Baum explains there is precedent for such an agreement: The Saint Petersburg Declaration of 1868 banned exploding bullets, and 105 countries have now ratified the 1995 Protocol on Blinding Laser Weapons. (Such laser weapons could inflict permanent blindness on soldiers, it is reasoned.) After conceding that auto-weaponry would have certain advantages, the article points out:
“But the potential downsides are significant. Militaries might kill more if no individual has to bear the emotional burden of strike decisions. Governments might wage more wars if the cost to their soldiers were lower. Oppressive tyrants could turn fully autonomous weapons on their own people when human soldiers refused to obey. And the machines could malfunction—as all machines sometimes do—killing friend and foe alike.
“Robots, moreover, could struggle to recognize unacceptable targets such as civilians and wounded combatants. The sort of advanced pattern recognition required to distinguish one person from another is relatively easy for humans, but difficult to program in a machine. Computers have outperformed humans in things like multiplication for a very long time, but despite great effort, their capacity for face and voice recognition remains crude. Technology would have to overcome this problem in order for robots to avoid killing the wrong people.”
Baum goes on to note that organizers base their call for a ban on existing international humanitarian law, which prohibits weapons that would strike civilians. Such reasoning has already been employed to achieve bans against landmines and cluster munitions, and is being leveraged in an attempt to ban nuclear weapons.
Will killer robots be banned before they’re a reality? It seems the agreement would have to move much faster than bureaucracy usually does; given the public example of Zerbib’s “little project,” I suspect it is already way too late for that.
Cynthia Murrell, September 3, 2015
Sponsored by ArnoldIT.com, publisher of the CyberOSINT monograph
Oracle Suggests a PeopleSoft Upgrade
September 2, 2015
PeopleSoft is a popular human resources management software and like all software it occasionally needs to be upgraded. TriCore Solutions suggests that instead of using Verity, your next upgrade to PeopleSoft should be the Oracle Secure Enterprise Search (SES). TriCore Solutions brags about helping clients upgrade to SES in the article, “Oracle Secure Enterprise Search (SES) And PeopleSoft 9.2.”
Oracle SES offers a secure, high-quality search across all enterprise platforms as well as analytics, intuitive search interface, secure crawling, indexing, and searching. When SES is deployed into an enterprise system it also offers several key capabilities:
- “Connectivity to Legacy Repositories. SES allows companies to access their most valuable assets – information about its specific business, its processes, products, customers, and documents that previously resided in proprietary repositories. Connectors include interfaces for EMC Documentum, Microsoft SharePoint, IBM Lotus Notes, Oracle‘s E-Business Suite and Oracle Siebel among others.
- Security: The ability to search password protected sources securely. Oracle‘s search technology provides single-sign-on (SSO) based security where available, and can also employ application-specific security where SSO is not available.
- High quality search results: Brings for the Intranet a high level of relevance that users associate with Internet searches.
- Going beyond keywords. As the volume of information grows, users need advanced search techniques like the ability to categorize and cluster search results for iterative navigation.”
It is evident that Oracle SES offers a comprehensive search feature to PeopleSoft and maybe a better product, but what does Verity have to offer?
Whitney Grace, September 2, 2015
Sponsored by ArnoldIT.com, publisher of the CyberOSINT monograph
Forbes Bitten by Sci-Fi Bug
September 1, 2015
The article titled Semantic Technology: Building the HAL 9000 Computer on Forbes runs with the gossip from the Smart Data Conference this year. Namely, that semantic technology has finally landed. The article examines several leaders of the field including Maana, Loop AI Labs and Blazegraph. The article mentions,
“Computers still can’t truly understand human language, but they can make sense out of certain aspects of textual content. For example, Lexalytics (www.lexalytics.com) is able to perform sentiment analysis, entity extraction, and ambiguity resolution. Sentiment analysis can determine whether some text – a tweet, say, expresses a positive or negative opinion, and how strong that opinion is. Entity extraction identifies what a paragraph is actually talking about, while ambiguity resolution solves problems like the Paris Hilton one above.”
(The “Paris Hilton problem” referred to is distinguishing between the hotel and the person in semantic search.) In spite of the excitable tone of the article’s title, its conclusion is much more measured. HAL, the sentient computer from 2001: A Space Odyssey, remains in our imaginations. In spite of the exciting work being done, the article reminds us that even Watson, IBM’s supercomputer, is still without the “curiosity or reasoning skills of any two-year-old human.” For the more paranoid among us, this might be good news.
Chelsea Kerwin, September 1, 2015
Sponsored by ArnoldIT.com, publisher of the CyberOSINT monograph
Maverick Search and Match Platform from Exorbyte
August 31, 2015
The article titled Input Management: Exorbyte Automates the Determination of Identities on Business On (a primarily German language website) promotes the Full Page Entity Detect from Exorbyte. Exorbyte is a world leader in search and match for large volumes of data. They boast clients in government, insurance, input management and ICT firms, really any business with identity resolution needs. The article stresses the importance of pulling information from masses of data in the modern office. They explain,
“With Full Page Entity Detect provides exorbyte a solution to the inbox of several million incoming documents.This identity data of the digitized correspondence (can be used for correspondence definition ) extract with little effort from full-text documents such as letters and emails and efficiently compare them with reference databases. The input management tool combines a high fault tolerance with accuracy, speed and flexibility.Gartner, the software company from Konstanz was recently included in the Magic Quadrant for Enterprise Search.”
The company promises that their Matchmaker technology is unrivaled in searching text without restrictions, even without language, allowing for more accurate search. Full Page Entity Detect is said to be particularly useful when it comes to missing information or overlooked errors, since the search is so thorough.
Chelsea Kerwin, August 31 , 2015
Sponsored by ArnoldIT.com, publisher of the CyberOSINT monograph
Monopoly On Scientific Papers
August 31, 2015
If you work in the academic community this headline from Your News Wire shouldn’t come as a surprise: “Nearly All Scientific Papers Controlled By Same Six Corporations.” A group of researchers studied scientific papers published between 1973-2013 and discovered that six major publishers ruled the industry: Wiley-Blackwell, Springer, Taylor & Francis, Sage, Reed Elsevier, and ACS. During the specified time period, it was found that the larger ones absorbed smaller publishers. Another, more startling, fact came to light as well: academic research groups must rely more and more on the main six publishers’ interests if they want to get their research published.
“Much of the independence that was once cherished within the scientific community, in other words, has gone by the wayside as these major publishers have taken control and now dictate what types of content get published. The result is a publishing oligopoly in which scientists are muzzled by and overarching trend toward politically correct, and industry-favoring, ‘science.’”
The six publishers publish subjects that benefit their profit margin and as a direct result they influence major scientific fields. Fields concerning chemistry, social sciences, and psychology are the most influenced by the publishers. This leads to corruption in the above disciplines and researchers are limited by studies that will deliver the most profits to the publishers. The main six publishers can also publish the papers digitally for a 40% profit margin.
There is good news. The study did find that publishing a paper via a smaller venue does not affect its reach. It also has the added benefit of the smaller venue not pushing a special interest agenda. The real question is are big publishers even needed in a digital age anymore?
Whitney Grace, August 31, 2015
Sponsored by ArnoldIT.com, publisher of the CyberOSINT monograph
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