Machine Learning (ML) has reached an inflection point – at least in terms of messaging. For my first article as part of the TIRIAS Research contributor group, I’ll take this space to level set on a description of ML for what’s to follow. I studied artificial intelligence (AI) back in the 1980s. Then, machine learning was clearly a subset of AI, focused on how to train machines to learn about their environments and synthesize information based on that gained knowledge.
Clickstreams. IoT. Social media. The sources of data have expanded rapidly over the past 10 years. I laugh at the...term big data, because we've always had that -- naming one period the big data era makes as much sense as one period of art, decades ago, being labeled modern art. Nevertheless, we certainly can capture more data today than ever before. That will be the case years from now, too, as businesses continually look to gather as much data as possible to help improve decision-making.
In mid-March, a series of reports revealed that ads from reputable brands had been cropping up on videos from the likes of white nationalists and hate preachers. Almost overnight, hundreds of companies ranging from L’Oréal to Verizon suspended their YouTube buys. And just last week, The Times of London reported that recent U.K. election ads had appeared on videos from Islamic extremists. Thanks to YouTube’s woes, “brand safety” has been one of the digital media industry’s hot topics this year.
Muck Rack makes it simple to find people, tweets, or articles that mention any name, keyword, company, hashtag etc. We've compiled this guide to help you make the most of your search.
Selecting a term
Start searching tweets, articles from media outlets, articles mentioned in tweets, journalists'
names, titles and bios with some suggested searches:
Companies or Topics (e.g. iPhone, Microsoft)
Phrases (e.g. "cloud computing") — use quotes to keep the terms together
Twitter handles (e.g. @username) — returns those who have mentioned or replied to
Names (e.g. "David Pogue")
Hashtags (e.g. #sxsw, #london2012)
Bio details (e.g. vegan, Olympics, father)
Muck Rack's Advanced Search allows for many boolean operators.
Find results that mention multiple specified terms, use AND or
+. For example, ensure each result contains both Elon Musk and Mark Zuckerberg by
searching Obama AND Romney or Obama + Romney.
Use the operators OR or , to broaden your search when you'd like either of
multiple terms to appear in results. (This is the default behavior of our search when no operators
are used.) For example, search for democrat OR republican to find results that refer to
Democrats and/or Republicans.
Use NOT or - to subtract results from your search. For
example, searching Disney will yield results about the Walt Disney Company as well as Walt Disney
World Resort. To exclude mentions of Disney World, search for Disney -World or Disney
When using one of these operators with a phrase, enclose it in quotation marks. For example, you can
find results about smartphones excluding Apple's iPhone 4S by searching smartphone -"iPhone
Exact case matching or punctuation
If you're searching for a brand name or keyword that relies on specific punctuation marks or capitalization, you can
find results that match your exact query by adding matchcase: before the keyword you're searching for, like matchcase:E*TRADE .
Use parentheses to separate multiple
boolean phrases. For example, to find journalists talking about having fun in Disney World or
Disneyland, search for ("disney world" OR disneyland) AND fun.
An asterisk can be used to search for any variation of a root word truncated by the asterisk. For example, searching for admin* will return results for administrator, administration, administer, administered, etc.
A near operator is an AND operator where you can control the distance between the words. You can vary the distance the near operation uses by adding a forward slash and number (between 0-99) such as strawberries NEAR/10 "whipped cream", which means the strawberries must exist within 10 words of "whipped cream".