|Exam Name||:||IBM SPSS Modeler - Business(R) Partner Data Mining Associate|
|Questions and Answers||:||25 Q & A|
|Updated On||:||February 15, 2019|
|PDF Download Mirror||:||Pass4sure IBMSPSSMBPDM Dump|
|Get Full Version||:||Pass4sure IBMSPSSMBPDM Full Version|
IBMSPSSMBPDM exam Dumps Source : IBM SPSS Modeler - Business(R) Partner Data Mining Associate
Test Code : IBMSPSSMBPDM
Test Name : IBM SPSS Modeler - Business(R) Partner Data Mining Associate
Vendor Name : IBM
Q&A : 25 Real Questions
Little effor required to prepare IBMSPSSMBPDM real Question bank.
Hats down the best IBMSPSSMBPDM exam preparation choice. I handed my IBMSPSSMBPDM exam closing week, and this set of exam questions and answers has been very useful. This stuff from killexams.com is true. Before creating a buy, I contacted customer service with questions about how updated their material are, and that they showed that they update all tests on almost daily foundation. They add updates wherein necessary, or in reality double test the questions and answers to make certain its updated. It justifies paying for an exam brain dump. With killexams.com, I realize that I can rely on the brand new exam materials, not some e-book that could grow to be obsolete every week after its published. So I suppose that is the first-class exam guidance option. I assume I will extend my certification portfolio into a few different providers, Im simply no longer sure which ones yet. But what Im sure about is that I could be the use of killexams.com as my essential guidance aid.
can i discover dumps Q & A cutting-edge IBMSPSSMBPDM examination?
I chose killexams.com because I didnt simply want to pass IBMSPSSMBPDM exam but I wanted to pass with good marks so that I would make a good impression on everyone. In order to accomplish this I needed outside aid and this killexams.com was willing to provide it to me. I studied over here and used IBMSPSSMBPDM questions to prepare. I got the grand prize of best scores in the IBMSPSSMBPDM test.
Take a smart circulate to bypass IBMSPSSMBPDM
When I was getting prepared up for my IBMSPSSMBPDM , It was very annoying to choose the IBMSPSSMBPDM study material. I found killexams.com while googling the best certification resources. I subscribed and saw the wealth of resources on it and used it to prepare for my IBMSPSSMBPDM test. I clear it and Im so grateful to this killexams.com.
Got maximum IBMSPSSMBPDM Quiz in real test that I prepared.
this is a splendid IBMSPSSMBPDM exam preparation. i purchased it due to the fact that I could not locate any books or PDFs to test for the IBMSPSSMBPDM exam. It turned out to be higher than any e-book on account that this practice examgives you true questions, simply the way youll be requested them on the exam. No useless information, no inappropriatequestions, that is the way it was for me and my buddies. I noticeably advocate killexams.com to all my brothers and sisters who plan to take IBMSPSSMBPDM exam.
How an entire lot IBMSPSSMBPDM examination and prep manual price?
I become no longer ready to comprehend the factors rightly. In any case attributable to my accomplice killexams.com Questions & Answers who bailed me to go away this trepidation via becoming questions and answers to allude; I successfully endeavored 87 questions in 80 mins and passed it. killexams.com in reality grew to become out to be my actual companion. As and when the exam dates of IBMSPSSMBPDM had been drawing close nearer, I become attending to be fearful and nervous. Much favored killexams.com.
advantages modern-day IBMSPSSMBPDM certification.
Your IBMSPSSMBPDM mock check papers helped me loads in an organised and well based preparation for the exam. thanks to you I scored 90%. the rationale given for each solution in the mock check is so true that it gave the real revision effect to test dump.
prepare those IBMSPSSMBPDM real examination questions and experience confident.
killexams.com undoubtedly you are most amazing mentor ever, the way you teach or guide is unmatchable with any other service. I got amazing help from you in my try to attempt IBMSPSSMBPDM. I was not sure about my success but you made it in only 2 weeks thats just amazing. I am very grateful to you for providing such rich help that today I have been able to score excellent grade in IBMSPSSMBPDM exam. If I am successful in my field its because of you.
What are core targets of IBMSPSSMBPDM examination?
Remarkable IBMSPSSMBPDM stuff, IBMSPSSMBPDM valid questions, IBMSPSSMBPDM correct answers. Expert exam simulator. I used to be relieved to observethat this schooling percent. Has essential facts, genuinely what I had to realize to skip this exam. I hate whilst they are trying to promote you things you dont want in the first vicinity. This wasnt the case despite the fact that, I had been given exactly what I needed, and that is validated by using the fact that I passed this IBMSPSSMBPDM exam ultimate week, with a nearly best score. With this exam experience, killexams.com has obtained my consider for years yet to come.
I want modern-day and up to date dumps state-of-the-art IBMSPSSMBPDM exam.
As I had one and simplest week nearby earlier than the exam IBMSPSSMBPDM. So, I relied on upon the Q&A of killexams.com for speedy reference. It contained quick-period replies in a systemic way. huge thanks to you, you change my world. that is the satisfactory exam solution in the event that i have restrained time.
Are there properly sources for IBMSPSSMBPDM test guides?
I had appeared the IBMSPSSMBPDM exam last 12 months, but failed. It appeared very hard to me due to IBMSPSSMBPDM subjects. They had been truly unmanageable until i found the questions & answer test guide via killexams. This is the great manual i have ever bought for my exam arrangements. The way it handled the IBMSPSSMBPDM material was superb or maybe a sluggish learner like me ought to cope with it. Surpassed with 89% marks and felt above the arena. Thanks Killexams!.
A successful records-pushed firm has to deliver the correct equipment for its statistics analysts, developers, and business conclusion users. increasingly, this skill leveraging open-source utility. The R or Python programming languages, together with the Apache Spark and Hadoop facts frameworks, are favourite open-supply equipment for many modern analysts and developers. however for all their benefits, general open-supply records programs also include probably time-drinking drawbacks.
IBM tops the list of providers in the predictive analytics software house according to a quadrant currently released by way of 360Quadrants, adopted intently by means of Oracle and SAP SE. IBM’s SPSS Modeler became rated the most excellent in product fine, reliability, and breadth and depth of offering. IBM SPSS Modeler also captured the properly spot in standards like geographic footprint and viability of enterprise.
360Quadrants defines predictive analytics as a statistical and records mining solution together with a large number of algorithms and methodologies used for structured as well as unstructured statistics to extract business insights.
360Quadrants covers 50+ products in the predictive analytics space and places the properly 31 of them in a quadrant reckoning on their fine, reliability, and business influence. These 31 products are classified into Visionary Leaders, Dynamic Differentiators, emerging corporations, and Innovators.
360Quadrants acknowledges IBM Corp, SAS Institute, Inc., SAP SE, fair Issac organisation (FICO), Tableau software, Inc., RapidMiner, Inc., Oracle Corp, and Angoss software Corp as Visionary Leaders; TIBCO utility, Inc., Microstrategy, Inc., Alteryx, Inc., assistance Builder, Dataiku, KNIME.COM AG, and NTT facts company, as Innovators; GoodData organization, Microsoft enterprise, Teradata corporation, Sisense, Inc., Predixion application, and Domino information Lab, Inc. as Dynamic Differentiators; and Exago, integrated, AgilOne, QlikTech foreign, and Kognitio Ltd. as rising gamers.
IBM Watson Studio is a really potent records science offering. if you’re now not familiar, Watson Studio is an integrated environment designed to make it effortless to increase, coach, and control fashions. It contains a big choice of tools used for every thing from information prep and blend to graphic focus. And now Watson Studio is on its method to your home windows or Mac desktop machine.Overview of Watson Studio
Watson Studio contains a number of equipment all within one built-in environment. the most ordinary equipment of Watson Studio are:
Watson Studio will soon be available as three deployment alternate options:
Watson Studio computing device is our new third deployment option within the Watson Studio family. It takes probably the most well-known parts of what's purchasable inside Watson Studio on the cloud and ports it to your windows or Mac desktop for offline use, for evaluation of facts data you don’t wish to add, and for snappy performance. All with a fast and straightforward laptop setting up.
Watson Studio on the computing device will scale from someone consumer the entire means as much as a huge group, and may be an excellent addition to the Watson Studio household together with our cloud and native flavors.
The initial leading facets of Watson Studio laptop may be a SPSS Modeler canvas along side the information refinery spreadsheet editor. this will include backwards compatibility for SPSS Modeler streams.benefits of Watson Studio laptop
The Beta for Watson Studio is starting now with two tools already ported to the laptop: a refreshed version of SPSS Modeler & data Refinery. it is going to also consist of projects to arrange your work, information belongings company, and a convenient check for updates feature.
be part of the beta to provide remarks on how you like these tools, and advocate which other tools we carry to the computing device. The Beta is part of the IBM SPSS Modeler Subscription Trial, so when you register for that you just’ll have entry to both downloads.
After you register, search for the “IBM SPSS Modeler Subscription Trial” card, click down load, then you definitely’ll see the Watson Studio laptop Beta downloads on the appropriate hand aspect of the page.be a part of the discussion on the beta community
After registering for the beta, be a part of in the discussion on the Watson Studio desktop beta group. here that you can ask questions in regards to the beta, supply innovations for future elements, get forum help, and take part in useful surveys to have an effect on product path. be part of the discussion board right here by means of logging in with your IBMid.
look forward to future bulletins here about this pleasing addition for the Watson Studio household.Watson Studio computer challenge organizer
While it is hard errand to pick solid certification questions/answers assets regarding review, reputation and validity since individuals get sham because of picking incorrectly benefit. Killexams.com ensure to serve its customers best to its assets as for exam dumps update and validity. The greater part of other's sham report objection customers come to us for the brain dumps and pass their exams cheerfully and effortlessly. We never bargain on our review, reputation and quality because killexams review, killexams reputation and killexams customer certainty is imperative to us. Extraordinarily we deal with killexams.com review, killexams.com reputation, killexams.com sham report grievance, killexams.com trust, killexams.com validity, killexams.com report and killexams.com scam. On the off chance that you see any false report posted by our rivals with the name killexams sham report grievance web, killexams.com sham report, killexams.com scam, killexams.com protestation or something like this, simply remember there are constantly terrible individuals harming reputation of good administrations because of their advantages. There are a great many fulfilled clients that pass their exams utilizing killexams.com brain dumps, killexams PDF questions, killexams rehearse questions, killexams exam simulator. Visit Killexams.com, our example questions and test brain dumps, our exam simulator and you will realize that killexams.com is the best brain dumps site.
CAT-380 brain dumps | ST0-074 cheat sheets | 000-568 braindumps | 000-239 real questions | 1Z0-519 free pdf | SDM-2002001040 practice test | HP0-M102 exam prep | 1Z0-960 study guide | C7020-230 Practice Test | E20-385 test prep | 1Z0-206 braindumps | EX0-105 bootcamp | 1Y0-401 dumps | 00M-155 cram | VCAW510 sample test | AEMT pdf download | LOT-910 practice test | VCA410-DT test prep | 642-544 real questions | 6201-1 exam questions |
Just memorize these IBMSPSSMBPDM questions before you go for test.
killexams.com suggest you to must attempt its free demo, you will see the natural UI and furthermore you will think that its simple to alter the prep mode. In any case, ensure that, the real IBMSPSSMBPDM exam has a larger number of questions than the sample exam. killexams.com offers you three months free updates of IBMSPSSMBPDM IBM SPSS Modeler - Business(R) Partner Data Mining Associate exam questions. Our certification team is constantly accessible at back end who updates the material as and when required.
As the most issue that's in any capability vital here is passing the IBMSPSSMBPDM - IBM SPSS Modeler - Business(R) Partner Data Mining Associate test. As all that you just need will be a high score of IBM IBMSPSSMBPDM exam. the solesolitary issue you wish to try to is downloading braindumps of IBMSPSSMBPDM exam. we are not letting you down and we will do every help to you pass your IBMSPSSMBPDM exam. The specialists in like manner keep step with the foremost best at school test to relinquish most of updated dumps. 3 Months free access to possess the power to them through the date of purchase. each candidate will bear the price of the IBMSPSSMBPDM exam dumps through killexams.com requiring very little to no effort. there's no risk concerned the least bit. Inside seeing the existent braindumps of the brain dumps at killexams.com you will be able to feel confident about the IBMSPSSMBPDM topics. For the IT specialists, It is basic to reinforce their capacities as showed by their work capabilities. we have an approach to build it basic for our customers to hold certification test with the assistance of killexams.com confirmed and honest to goodness braindumps. For AN awing future in its domain, our brain dumps are the most effective call. killexams.com Discount Coupons and Promo Codes are as under; WC2017 : 60% Discount Coupon for all exams on website PROF17 : 10% Discount Coupon for Orders larger than $69 DEAL17 : 15% Discount Coupon for Orders larger than $99 SEPSPECIAL : 10% Special Discount Coupon for All Orders A best dumps making will be a basic section that creates it simple for you to require IBM certifications. In any case, IBMSPSSMBPDM braindumps PDF offers settlement for candidates. The IT assertion will be a vital hard try if one does not realize real course as obvious practice test. Thus, we have got real and updated dumps for the composition of certification test.
If you are hunting down IBMSPSSMBPDM Practice Test containing Real Test Questions, you are at redress put. We have collected database of questions from Actual Exams with a particular ultimate objective to empower you to plan and pass your exam on the first attempt. All readiness materials on the site are Up To Date and certified by our pros.
killexams.com give latest and updated Practice Test with Actual Exam Questions and Answers for new syllabus of IBM IBMSPSSMBPDM Exam. Practice our Real Questions and Answers to Improve your insight and pass your exam with High Marks. We guarantee your achievement in the Test Center, covering each one of the purposes of exam and build your Knowledge of the IBMSPSSMBPDM exam. Pass with our actual questions.
Our IBMSPSSMBPDM Exam PDF contains Complete Pool of Questions and Answers and Brain dumps verified and certified including references and clarifications (where important). Our target to accumulate the Questions and Answers isn't just to pass the exam at first attempt anyway Really Improve Your Knowledge about the IBMSPSSMBPDM exam focuses.
IBMSPSSMBPDM exam Questions and Answers are Printable in High Quality Study Guide that you can download in your Computer or some other device and start setting up your IBMSPSSMBPDM exam. Print Complete IBMSPSSMBPDM Study Guide, pass on with you when you are at Vacations or Traveling and Enjoy your Exam Prep. You can get to updated IBMSPSSMBPDM Exam Q&A from your online record at whatever point.
killexams.com Huge Discount Coupons and Promo Codes are as under;
WC2017: 60% Discount Coupon for all exams on website
PROF17: 10% Discount Coupon for Orders greater than $69
DEAL17: 15% Discount Coupon for Orders greater than $99
DECSPECIAL: 10% Special Discount Coupon for All Orders
Download your IBM SPSS Modeler - Business(R) Partner Data Mining Associate Study Guide in a split second resulting to buying and Start Preparing Your Exam Prep Right Now!
Killexams C2150-609 dumps questions | Killexams WHNP exam questions | Killexams HP2-K29 dump | Killexams C2210-422 VCE | Killexams CPCE free pdf | Killexams 00M-238 questions and answers | Killexams 920-130 cheat sheets | Killexams 9L0-616 practice test | Killexams C2090-180 pdf download | Killexams SBAC real questions | Killexams 9L0-402 braindumps | Killexams 000-M89 study guide | Killexams Hadoop-PR000007 exam prep | Killexams MB3-208 practice test | Killexams HP0-M98 test questions | Killexams 1D0-520 study guide | Killexams C9060-509 practice questions | Killexams JN0-343 exam prep | Killexams HP0-J73 cram | Killexams 650-153 questions and answers |
Killexams 1Z0-339 questions and answers | Killexams COG-605 questions answers | Killexams 156-715-70 practice test | Killexams 1Z1-507 practice questions | Killexams P2020-300 study guide | Killexams 090-554 study guide | Killexams 920-174 free pdf | Killexams 050-690 free pdf download | Killexams HP0-J18 braindumps | Killexams 1Z0-803 exam prep | Killexams DS-200 real questions | Killexams 00M-665 dump | Killexams P2050-003 braindumps | Killexams 310-105 exam prep | Killexams HP2-B121 examcollection | Killexams HP5-H07D questions and answers | Killexams 190-959 real questions | Killexams 70-561-CSharp dumps | Killexams HP0-S11 real questions | Killexams A00-204 test prep |
You’re reading this article because you’re actively interested in text analytics technology and market trends. Whether you’re a solutions provider or consumer, you want to be sure you’ve invested your time and financial resources wisely.
The picture is complex, however, as the text analytics domain is not dominated by any one algorithm or approach, vendor or business sector. So far, the diversity of options has benefitted potential users; awareness (and realization) of the technology’s capabilities is building rapidly in areas such as media monitoring, publishing, customer-experience management and semantic search. Meanwhile, growth remains strong in domains that have long applied text analytics. These areas include life sciences, intelligence and law enforcement, and financial services. While the text analytics domain isn’t unaffected by current business conditions, economic pressures could actually spur uptake motivated by a quest for efficiency through automation.Sources and Perspectives
To stay on top of trends, I try to talk to current and prospective users as often as I can, and I also try to keep up with researchers and fellow analysts. (You’ll find links for some of the folks I follow at my BeyeNETWORK channel.) I also catch up with vendors periodically.
Because it’s helpful to understand current industry perspectives, I recently invited CEOs, CTOs and thought leaders to respond to the following query:
What do you see as the 3 (or fewer) most important text analytics technology, solution or market challenges in 2009?
Before relaying answers I received, I’ll mention two meta-replies. First, Marti Hearst, associate professor in the UC Berkeley School of Information, declined to respond, in part because “…for me, 2009 is too close a time horizon.” This thought applies not only to academic researchers but also to anyone who’s thinking strategically, beyond this year’s crop of product releases and business conditions. Next, Lexalytics CEO Jeff Catlin candidly characterized his response as “somewhat self-serving thoughts.” No doubt many of the vendors quoted see the greatest challenges as residing in areas their tools address, so take their views with a grain of salt.
I’ll relay all views with minimal editing, complete with vendor self-promotion because, after all, commercial products are “where the rubber hits the road” for most enterprise users.Text Analytics in 2009
Let’s start with Maria Milosavljevic, CTO at Capital Markets Cooperative Research Centre, an Australian group that is conducting leading-edge R&D in real-time security-market surveillance. The top 3 for Maria are:
Breck Baldwin of Alias-i, author of LingPipe natural language processing software, is very to-the-point in his reply, with a sort of twist on Maria’s expectations response.
#1 thing the field needs is a profound and real success story of text analytics.
The reply from Sid Banerjee, CEO of Clarabridge, looks at factors related to scaling text analytics to the enterprise, “the expansion of text analytics across a few dimensions.” His reply:
Aaron B. Brown of IBM similarly looks at architectural issues and also at business concerns. Aaron is Program Director, ECM Discovery, for IBM Information Management Software and has great market and technical insights. I interviewed him last year on “Text Analytics for Legal Compliance.” That exchange is still a good read. Here are his thoughts on challenges for 2009:
Other replies also looked at business conditions and at experiences in the adoption and use of text technologies. Lexalytics CEO Jeff Catlin foresees:
Craig Norris, CEO at Attensity, similarly noted three varieties of challenge, in his case relating to technology, implementation and seeing opportunity in adverse business conditions:
Vendor prognosticators with a solutions focus include Keith Collins, CTO at SAS, and Manya Mayes, SAS Chief Text Mining Strategist, see as challenges for 2009:
Yves Schabes, President of Teragram, a SAS company, focuses his response on one particular challenge – increasing workers’ efficiency:
Given the current economic situation, large organizations are forced to keep up a fast pace of business with fewer resources, and it is therefore critical that these organizations have all of their content organized correctly so that employees can spend more time fulfilling their jobs and less time searching for information on their enterprise's system.
Neil Hartley, CEO of Leximancer, sees “an industry that has been around for a long time and yet has seen little in the way of being operationalized within business processes.” Neil continues:
Yes, there are proofs of concept, run by experienced vendor staff but these [prototypes], in my experience, rarely get adopted by the business a) because of the setup and maintenance required, and b) because the source data vocabulary changes making the initial setup redundant. Autonomy is the exception, but their deployments are largely search/retrieval-based and less qualitative.
What the business needs is a high degree of automation (without the need for excessive setup and maintenance) together with clarity in the analysis and the ability to apply control to the process where needed. This is exactly what Leximancer provides.
The other major trend I see is the need to make social media actionable, and this is something we’ve focused on heavily on our blog. I think customer attitudes on social media or microblogging sites are a leading indicator for the business. The business that waits for these trends to be reflected in their formal feedback programs may find it is too late to take effective action.Technology and Applications
I had expected that a higher proportion of 2009 “challenges” responses would center on the technology and its applications. Responses I’ve already quoted touch on those areas with perhaps greater attention to business and market concerns. Eric Martin, Product Marketing Manager at SPSS, focused solely on solutions, which to me reflects both Eric’s confidence in his company’s market position and his own background: Eric earned a Ph.D. in immunology and cellular biology and, like many others, started using text mining on biomedical articles before joining text analytics pioneer LexiQuest, which was later acquired by SPSS. Challenge areas Eric sees for 2009 are:
Matthew Hurst of Microsoft Live Labs is likewise a techie at heart, and he’s also very interested in user-generated and other online content. Matthew says, “As reported elsewhere in research and industry literature, the majority of textual data being published online today is from the many genres of social media. To fully leverage this data, the key challenges are:
Lastly, Ren Mohan, Co-Chairman and CTO of IxReveal, replied not only with the three challenges his company hears most often from our clients, but also with a couple of “megatrends” he is beginning to see. Challenges are:
Ren’s “megatrends” are:
Ren’s conclusion: “These are truly exciting times!” Indeed.A Live Challenge?
Here are thoughts on one more potential challenge for 2009, a live challenge, of a different variety.
As an aside while forwarding his take on 2009 text-analytics challenges, Lexalytics’ Jeff Catlin suggested a bake-off to be held at the 2009 Text Analytics Summit, which is slated for June 1-2 (preceded by tutorials) in Boston. Jeff says in his blog, “Our market is still dominated by too much flashy marketing and not enough down in the dirt numbers for ‘apples to apples’ comparisons.” Jeff is right, although I’ll add that I believe that most of the flashy marketing actually fronts very capable products. Perhaps we can get something going for this year – a commercially oriented version of the TREC (Text REtrieval Conference) challenge. Stay tuned, and do consider attending this year’s summit.
And if you’re a current or prospective text analytics user and would like to tell me about challenges you face or expect to face, please do get in touch by email at firstname.lastname@example.org or by phone at (301) 270-0795).
Seth is a business intelligence and decision systems expert. He is founding chair of the Text Analytics Summit and principal consultant at Washington, D.C., based Alta Plana Corporation. Seth consults, writes, and speaks on information-systems strategy, data management and analysis systems, IT industry trends, and emerging analytical technologies. Seth chairs the Sentiment Analysis Symposium and the Text Analytics Summit.
Editor’s Note: More articles and resources are available in Seth's BeyeNETWORK Expert Channel. Be sure to visit today!
Recent articles by Seth Grimes
What if instead of going to a city meeting, you could go on Twitter, tweet your opinion, and still be heard by those in government? New research suggests this is a possibility.
The Urban Attitudes Lab at Tufts University has conducted research on accessing "big data" on social networking sites for civic purposes, according to Justin Hollander, associate professor in the Department of Urban and Environmental Policy and Planning at Tufts.
About six months ago, Hollander began researching new ways of accessing how people think about the places they live, work and play. "We're looking to see how tapping into social media data to understand attitudes and opinions can benefit both urban planning and public policy," he said.
Harnessing natural comments -- there are about one billion tweets per day -- could help governments learn what people are saying and feeling, said Hollander. And while formal types of data can be used as proxies for how happy people are, people openly share their sentiments on social networking sites.
Twitter and other social media sites can also provide information in an unobtrusive way. "The idea is that we can capture a potentially more valid and reliable view [of people's] opinions about the world," he said. As an inexact science, social science relies on a wide range of data sources to inform research, including surveys, interviews and focus groups; but people respond to being the subject of study, possibly affecting outcomes, Hollander said.
Hollander is also interested in extracting data from social sites because it can be done on a 24/7 basis, which means not having to wait for government to administer surveys, like the Decennial Census. Information from Twitter can also be connected to place; Hollander has approximated that about 10 percent of all tweets are geotagged to location.
In its first study earlier this year, the lab looked at using big data to learn about people's sentiments and civic interests in New Bedford, Mass., comparing Twitter messages with the city's published meeting minutes.
To extract tweets over a six-week period from February to April, researchers used the lab's own software to capture 122,186 tweets geotagged within the city that also had words pertaining to the New Bedford area. Hollander said anyone can get API information from Twitter to also mine data from an area as small as a neighborhood containing a couple hundred houses.
For its first study, the Urban Attitudes lab at Tufts University created its own software to isolate and analyze tweets geotagged in the area of New Bedford, Mass.
Researchers used IBM's SPSS Modeler software, comparing this to custom-designed software, to leverage a sentiment dictionary of nearly 3,000 words, assigning a sentiment score to each phrase -- ranging from -5 for awful feelings to +5 for feelings of elation. The lab did this for the Twitter messages, and found that about 7 percent were positive versus 5.5 percent negative, and correspondingly in the minutes, 1.7 percent were positive and .7 percent negative. In total, about 11,000 messages contained sentiments.
The lab also used NVivo qualitative software to analyze 24 key words in a one-year sample of the city's meeting minutes. By searching for the same words in Twitter posts, the researchers found that "school," "health," "safety," "parks," "field" and "children" were used frequently across both mediums.
Comparing tweets with the minutes, the lab's preliminary findings presented at a Chicago conference on big data suggest that slightly more sentiment was expressed in the Twitter realm, and that people in both the formal and informal contexts had expressed similar interests.
Hollander said other researchers or applications could expand the timeline for extracting data from social media sites, to cast a wider net. There is also the possibility of analyzing the data for discussions, retweets, and people's positions on issues, although working with large datasets can be challenging, he said.
Maria Pina-Rocha, director of Management Information Systems for New Bedford, said there's a municipal use for the study's sentiment-combing software, especially for New Bedford's tourism business. Yet Pina-Rocha said she has reservations about whether Twitter is the right forum to assess opinions on city-related issues, and to what extent opinions shared there are done so for other reasons, such as a way to blow off steam.
"I would look at the data and it would play a role, but I'm not sure what weight I would give it," Pina-Rocha said. "I think it is worthwhile to consider."
Still, Pina-Rocha said, social networking sites are the future public forums. "That's the way we're going these days -- people have their opinions and they are putting it out there."
Using the study's way of categorizing sentiments on Twitter, Hollander said governments can mine the data to answer specific questions, such as: What is the overall feeling of a proposed municipal bike path? In this way, supplementing traditional information-gathering methods, he said, a city could get a sense of people's feelings about a project.
Still, there are limits to this type of data, Hollander said, because the sample is not representative of the wider population. For instance, younger users are more active on these sites, according to Philip Chester, who serves as town planner for Lebanon, Conn., who sticks mainly to e-mail. Even so, he acknowledged that a public hearing, which is one way he gleans public opinion, is also not a valid statistical representation of the population, and that there might be some benefit to the technology.
"It would organize what people are saying and it might be a tool for planners and other government officials to get some of the pulse of what's out there," said Chester, who studied alongside Hollander in graduate school.
Next up for the lab is a new study contrasting Twitter posts from four Massachusetts cities with the recent election results.
As for using the technology to help government, Hollander said that is part of the lab's mission. Hollander is now engaging in discussions with possible government partners, and he is also looking at opportunities with Foursquare, a location-based social media platform. He said is interested in studying other social platforms, including Facebook, Tumblr, Wanelo and Yik Yak.
"The idea of really mining the attitudes and opinions of people using the Internet, using social media, is really the future," Hollander said. "As government professionals, we really have to find ways to tap into this knowledge base and not just rely on the old fashion ways to understand how things are going."
3COM [8 Certification Exam(s) ]
AccessData [1 Certification Exam(s) ]
ACFE [1 Certification Exam(s) ]
ACI [3 Certification Exam(s) ]
Acme-Packet [1 Certification Exam(s) ]
ACSM [4 Certification Exam(s) ]
ACT [1 Certification Exam(s) ]
Admission-Tests [13 Certification Exam(s) ]
ADOBE [93 Certification Exam(s) ]
AFP [1 Certification Exam(s) ]
AICPA [2 Certification Exam(s) ]
AIIM [1 Certification Exam(s) ]
Alcatel-Lucent [13 Certification Exam(s) ]
Alfresco [1 Certification Exam(s) ]
Altiris [3 Certification Exam(s) ]
Amazon [2 Certification Exam(s) ]
American-College [2 Certification Exam(s) ]
Android [4 Certification Exam(s) ]
APA [1 Certification Exam(s) ]
APC [2 Certification Exam(s) ]
APICS [2 Certification Exam(s) ]
Apple [69 Certification Exam(s) ]
AppSense [1 Certification Exam(s) ]
APTUSC [1 Certification Exam(s) ]
Arizona-Education [1 Certification Exam(s) ]
ARM [1 Certification Exam(s) ]
Aruba [6 Certification Exam(s) ]
ASIS [2 Certification Exam(s) ]
ASQ [3 Certification Exam(s) ]
ASTQB [8 Certification Exam(s) ]
Autodesk [2 Certification Exam(s) ]
Avaya [96 Certification Exam(s) ]
AXELOS [1 Certification Exam(s) ]
Axis [1 Certification Exam(s) ]
Banking [1 Certification Exam(s) ]
BEA [5 Certification Exam(s) ]
BICSI [2 Certification Exam(s) ]
BlackBerry [17 Certification Exam(s) ]
BlueCoat [2 Certification Exam(s) ]
Brocade [4 Certification Exam(s) ]
Business-Objects [11 Certification Exam(s) ]
Business-Tests [4 Certification Exam(s) ]
CA-Technologies [21 Certification Exam(s) ]
Certification-Board [10 Certification Exam(s) ]
Certiport [3 Certification Exam(s) ]
CheckPoint [41 Certification Exam(s) ]
CIDQ [1 Certification Exam(s) ]
CIPS [4 Certification Exam(s) ]
Cisco [318 Certification Exam(s) ]
Citrix [48 Certification Exam(s) ]
CIW [18 Certification Exam(s) ]
Cloudera [10 Certification Exam(s) ]
Cognos [19 Certification Exam(s) ]
College-Board [2 Certification Exam(s) ]
CompTIA [76 Certification Exam(s) ]
ComputerAssociates [6 Certification Exam(s) ]
Consultant [2 Certification Exam(s) ]
Counselor [4 Certification Exam(s) ]
CPP-Institue [2 Certification Exam(s) ]
CPP-Institute [1 Certification Exam(s) ]
CSP [1 Certification Exam(s) ]
CWNA [1 Certification Exam(s) ]
CWNP [13 Certification Exam(s) ]
Dassault [2 Certification Exam(s) ]
DELL [9 Certification Exam(s) ]
DMI [1 Certification Exam(s) ]
DRI [1 Certification Exam(s) ]
ECCouncil [21 Certification Exam(s) ]
ECDL [1 Certification Exam(s) ]
EMC [129 Certification Exam(s) ]
Enterasys [13 Certification Exam(s) ]
Ericsson [5 Certification Exam(s) ]
ESPA [1 Certification Exam(s) ]
Esri [2 Certification Exam(s) ]
ExamExpress [15 Certification Exam(s) ]
Exin [40 Certification Exam(s) ]
ExtremeNetworks [3 Certification Exam(s) ]
F5-Networks [20 Certification Exam(s) ]
FCTC [2 Certification Exam(s) ]
Filemaker [9 Certification Exam(s) ]
Financial [36 Certification Exam(s) ]
Food [4 Certification Exam(s) ]
Fortinet [13 Certification Exam(s) ]
Foundry [6 Certification Exam(s) ]
FSMTB [1 Certification Exam(s) ]
Fujitsu [2 Certification Exam(s) ]
GAQM [9 Certification Exam(s) ]
Genesys [4 Certification Exam(s) ]
GIAC [15 Certification Exam(s) ]
Google [4 Certification Exam(s) ]
GuidanceSoftware [2 Certification Exam(s) ]
H3C [1 Certification Exam(s) ]
HDI [9 Certification Exam(s) ]
Healthcare [3 Certification Exam(s) ]
HIPAA [2 Certification Exam(s) ]
Hitachi [30 Certification Exam(s) ]
Hortonworks [4 Certification Exam(s) ]
Hospitality [2 Certification Exam(s) ]
HP [750 Certification Exam(s) ]
HR [4 Certification Exam(s) ]
HRCI [1 Certification Exam(s) ]
Huawei [21 Certification Exam(s) ]
Hyperion [10 Certification Exam(s) ]
IAAP [1 Certification Exam(s) ]
IAHCSMM [1 Certification Exam(s) ]
IBM [1532 Certification Exam(s) ]
IBQH [1 Certification Exam(s) ]
ICAI [1 Certification Exam(s) ]
ICDL [6 Certification Exam(s) ]
IEEE [1 Certification Exam(s) ]
IELTS [1 Certification Exam(s) ]
IFPUG [1 Certification Exam(s) ]
IIA [3 Certification Exam(s) ]
IIBA [2 Certification Exam(s) ]
IISFA [1 Certification Exam(s) ]
Intel [2 Certification Exam(s) ]
IQN [1 Certification Exam(s) ]
IRS [1 Certification Exam(s) ]
ISA [1 Certification Exam(s) ]
ISACA [4 Certification Exam(s) ]
ISC2 [6 Certification Exam(s) ]
ISEB [24 Certification Exam(s) ]
Isilon [4 Certification Exam(s) ]
ISM [6 Certification Exam(s) ]
iSQI [7 Certification Exam(s) ]
ITEC [1 Certification Exam(s) ]
Juniper [64 Certification Exam(s) ]
LEED [1 Certification Exam(s) ]
Legato [5 Certification Exam(s) ]
Liferay [1 Certification Exam(s) ]
Logical-Operations [1 Certification Exam(s) ]
Lotus [66 Certification Exam(s) ]
LPI [24 Certification Exam(s) ]
LSI [3 Certification Exam(s) ]
Magento [3 Certification Exam(s) ]
Maintenance [2 Certification Exam(s) ]
McAfee [8 Certification Exam(s) ]
McData [3 Certification Exam(s) ]
Medical [69 Certification Exam(s) ]
Microsoft [374 Certification Exam(s) ]
Mile2 [3 Certification Exam(s) ]
Military [1 Certification Exam(s) ]
Misc [1 Certification Exam(s) ]
Motorola [7 Certification Exam(s) ]
mySQL [4 Certification Exam(s) ]
NBSTSA [1 Certification Exam(s) ]
NCEES [2 Certification Exam(s) ]
NCIDQ [1 Certification Exam(s) ]
NCLEX [2 Certification Exam(s) ]
Network-General [12 Certification Exam(s) ]
NetworkAppliance [39 Certification Exam(s) ]
NI [1 Certification Exam(s) ]
NIELIT [1 Certification Exam(s) ]
Nokia [6 Certification Exam(s) ]
Nortel [130 Certification Exam(s) ]
Novell [37 Certification Exam(s) ]
OMG [10 Certification Exam(s) ]
Oracle [279 Certification Exam(s) ]
P&C [2 Certification Exam(s) ]
Palo-Alto [4 Certification Exam(s) ]
PARCC [1 Certification Exam(s) ]
PayPal [1 Certification Exam(s) ]
Pegasystems [12 Certification Exam(s) ]
PEOPLECERT [4 Certification Exam(s) ]
PMI [15 Certification Exam(s) ]
Polycom [2 Certification Exam(s) ]
PostgreSQL-CE [1 Certification Exam(s) ]
Prince2 [6 Certification Exam(s) ]
PRMIA [1 Certification Exam(s) ]
PsychCorp [1 Certification Exam(s) ]
PTCB [2 Certification Exam(s) ]
QAI [1 Certification Exam(s) ]
QlikView [1 Certification Exam(s) ]
Quality-Assurance [7 Certification Exam(s) ]
RACC [1 Certification Exam(s) ]
Real-Estate [1 Certification Exam(s) ]
RedHat [8 Certification Exam(s) ]
RES [5 Certification Exam(s) ]
Riverbed [8 Certification Exam(s) ]
RSA [15 Certification Exam(s) ]
Sair [8 Certification Exam(s) ]
Salesforce [5 Certification Exam(s) ]
SANS [1 Certification Exam(s) ]
SAP [98 Certification Exam(s) ]
SASInstitute [15 Certification Exam(s) ]
SAT [1 Certification Exam(s) ]
SCO [10 Certification Exam(s) ]
SCP [6 Certification Exam(s) ]
SDI [3 Certification Exam(s) ]
See-Beyond [1 Certification Exam(s) ]
Siemens [1 Certification Exam(s) ]
Snia [7 Certification Exam(s) ]
SOA [15 Certification Exam(s) ]
Social-Work-Board [4 Certification Exam(s) ]
SpringSource [1 Certification Exam(s) ]
SUN [63 Certification Exam(s) ]
SUSE [1 Certification Exam(s) ]
Sybase [17 Certification Exam(s) ]
Symantec [134 Certification Exam(s) ]
Teacher-Certification [4 Certification Exam(s) ]
The-Open-Group [8 Certification Exam(s) ]
TIA [3 Certification Exam(s) ]
Tibco [18 Certification Exam(s) ]
Trainers [3 Certification Exam(s) ]
Trend [1 Certification Exam(s) ]
TruSecure [1 Certification Exam(s) ]
USMLE [1 Certification Exam(s) ]
VCE [6 Certification Exam(s) ]
Veeam [2 Certification Exam(s) ]
Veritas [33 Certification Exam(s) ]
Vmware [58 Certification Exam(s) ]
Wonderlic [2 Certification Exam(s) ]
Worldatwork [2 Certification Exam(s) ]
XML-Master [3 Certification Exam(s) ]
Zend [6 Certification Exam(s) ]
Dropmark : http://killexams.com/demo-download/IBMSPSSMBPDM.pdf
Dropmark-Text : http://killexams.dropmark.com/367904/12907899
Blogspot : http://killexamsbraindump.blogspot.com/2017/12/pass4sure-ibmspssmbpdm-real-question.html
Wordpress : https://wp.me/p7SJ6L-2ol
Box.net : https://app.box.com/s/wlt34mz8aui8cgwgv0xz3935yu4z8lyj