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			 Police need more data analytics and mining software to monitor 
			social media sites such as Facebook <FB.O> and Twitter <TWTR.N>, as 
			well as trained personnel to make sense of what could be a deluge of 
			data, say law enforcement officials and security experts. 
 "You can buy all the technology you want, but if you want to figure 
			out clever stuff, you better have smart people able to use it," said 
			Christopher Ahlberg, co-founder of Recorded Future Inc, which helps 
			clients analyze social media feeds. The company is partly backed by 
			In-Q-Tel, a venture capital firm that serves U.S. intelligence 
			agencies.
 
 According to the New York Police Department, Ismaaiyl Brinsley 
			posted anti-cop slurs on the Instagram photo-sharing site hours 
			before walking up to two officers in a parked squad car in Brooklyn 
			and shooting them dead on Saturday.
 
 Baltimore police said they discovered the Instagram posts after 
			Brinsley shot and wounded his girlfriend earlier that day. But the 
			NYPD did not learn of the posts - which included a photograph of a 
			silver handgun and the message "I'm Putting Wings On Pigs Today. 
			They Take 1 Of Ours...Let's Take 2 of Theirs" - until it was too 
			late.
 
			 Monitoring social media for out-of-the-blue threats may be beyond 
			the capabilities of most police forces including even the New York 
			Police Department, which has a relatively extensive and aggressive 
			intelligence operation, experts say.
 Analysts at the New York and Los Angeles police departments 
			routinely crawl through social media to keep tabs on individuals on 
			their radar, such as gang members, or to prepare for high-profile 
			events. But in an era of shrinking or stagnant budgets, buying 
			high-end software and hiring trained data analysts can be costly.
 
 Many police departments utilize fairly rudimentary tools. The NYPD 
			uses common search engines, experts say. It is possible to program 
			an algorithm to pick up threatening messages, but the sheer volume 
			of data and the potential number of "false positives" would impede 
			its effectiveness.
 
 "It is like trying to take a sip from a fire hydrant," the 
			non-profit Police Executive Research Forum said in a 2013 report.
 
 TOO MUCH INFORMATION
 
 In monitoring social media, most local police forces lag U.S. 
			intelligence agencies, which despite their vast surveillance 
			networks still struggle to prevent attacks such as the 2013 Boston 
			Marathon bombing.
 
 The National Security Agency had raw intercepts pointing to a person 
			matching the 2009 "underwear bomber's" description, but failed to 
			stop him from boarding a plane.
 
 The Department of Homeland Security monitors about 100 social media 
			sites, but there are restrictions that keep their agents from 
			sharing all the information that they collect directly with local 
			law enforcement.
 
 Social media monitoring by police tends to be reactive: analysts hit 
			the Internet when someone phones in a tip. Investigators use social 
			networking sites to identify victims, look for witnesses and 
			perpetrators, generate leads or search for evidence in the aftermath 
			of a crime.
 
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			"Most of the stuff, honestly, we get is when people send it to us," 
			said Los Angeles Police Department spokesman, Commander Andrew 
			Smith. That's not to say there have not been some successes. The 
			LAPD, which employs around 40 people to monitor social media 
			manually, uses software from a startup called PredPol Inc, which 
			stands for predictive policing. The software analyzes LAPD and other 
			internal police databases to identify crime-ridden areas and 
			determine the best times to patrol.
 PredPol marketing manager Benjamin Hoehn said crime dropped around 
			20 percent within 10 months of deploying the system in Modesto, 
			California, in January.
 
 The LAPD is also exploring the use of Geofeedia Inc, which 
			incorporates user-location data as it crawls through sites from 
			Twitter and Facebook to Google Inc's <GOOGL.O> YouTube and Yahoo 
			Inc's <YHOO.O> Flickr.
 
 PRIVACY CONCERNS
 
 Sophisticated services provided by the likes of Palantir 
			Technologies Inc, which aids intelligence agencies in 
			counter-terrorism, can track a person's movements, identify 
			anonymous messages from writing patterns, or establish an 
			individual's daily routines based on social media activity, experts 
			said.
 
 Ahlberg said Recorded Future can predict areas where social unrest 
			will erupt with a high degree of accuracy, based on online 
			commentary and other data, offering a glimpse of what may be 
			possible.
 
 Rights organizations have criticized the increasing use of social 
			media crawling by law enforcement as a potential violation of 
			privacy. Others argue anything posted on social media is fair game.
 
			
			 
 "You can call it infringing on their Frist Amendment rights but 
			these are the 21st century tools available," said ex-FBI agent 
			Kenneth Springer, who runs investigations outfit Corporate Solutions 
			Inc.
 
 (Reporting by Edwin Chan; Additional reporting by Mark Hosenball and 
			Julia Edwards; Editing by Tiffany Wu)
 
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