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In News

A New App Can Create Facebook Ads Without the Cost

March 16, 2018 No Comments

This handy app can help you create ads with impact but with very little effort.

By MediaStreet Staff Writers

An app called Plotaverse helps marketers to create great ads without the dreaded and costly content creation process. Quickly bypassing established app giants, the young startup’s iOS app made the list of Facebook’s top 10 mobile apps.

The photo app’s animation features allow businesses of any calibre to create impactful ads fast and on a budget. More or less, you can choose from many artistically appealling gifs and put your message over them. The artwork on the site is truly eye-catching.

But how did Plotaverse’s 8 months old mobile app manage to disrupt visual advertising, going up against 8 billion video views a day on Facebook alone?

Images animated with Plotaverse, formerly known as Plotagraph, are the key to its success. The app ads movement to any single still photo. This creates ads that stand out in saturated media feeds.

Brands like Coca Cola, Wella, Chevrolet and Red Bull were seen boosting their brand with captivating Plotagraphs. There is no need for video, multiple photos or video editing skills to turn a photograph into a Plotagraph. Users of any skill level can quickly animate and post uniquely moving images to their business and social page.

On Instagram and Facebook, Plotagraphs have proven to attract up to 5 times the amount of views and engagement than surrounding images.

Every day, 4.5 million business pages on Facebook are trying to cut through 1.32 billion daily active users according to WordStream. As expected, Adobe’s titan apps, Photoshop Express and Spark Post head Facebook’s list of Photo Enhancing apps. But the tiny startup’s photo animation app has unexpectedly spearheaded the looping content industry.

To check it out, click here

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In News

Why Facebook Video Ads Should Only be Just Six Seconds Long

March 12, 2018 No Comments

Facebook is now the most popular places that advertisers are putting their video ads, even beating YouTube.

By MediaStreet Staff Writers

Top marketers know that digital video is one of the most powerful tools to increase consumer engagement and brand loyalty. In fact, according to a new study from Clinch, brand marketers are ramping up their production of digital videos with an emphasis on creating campaigns specifically for Facebook and YouTube.

The study found that 78 percent of marketers plan to increase their production of video ads in 2018, while only 43 percent of marketers plan to increase their production of static banner ads this year.

Social is Video

When it comes to digital video campaigns, Facebook reigns supreme, representing 46 percent of all video ads produced. When adding Facebook-owned Instagram into the mix, this number leaps to 74 percent. YouTube comes in a close second at 41 percent.

Says Oz Etzioni, CEO of Clinch, “It’s no secret that Facebook and YouTube dominate the digital media landscape and we don’t expect this to slow down, particularly with the Facebook algorithm change which requires brands to pay in order to be seen. In 2018 brands will increase spend and leverage the rich data that these platforms provide. However, the data and platform are just two pieces of the puzzle. Creative is the critical third piece. If brands aren’t uniquely tailoring their creative specifically for each platform and by audience, opportunities will be missed and ROI will be lowered.”

Nearly three quarters of marketers are adopting online video from their TV commercials. 44 percent indicated that they don’t shorten commercials for each platform’s suggested length. While TV ads remain a critical source of video content, the user experience of each social platform is very different than traditional TV. For example, TV ads are 15 to 30 seconds long but Facebook and YouTube recommend six-second videos.

Etzioni continued, “We were really surprised to learn that marketers were taking a one size fits all approach to video. In 2018, marketers will awaken to the fact that investment in creative will increase ROI and personalisation at scale, and will become the norm for digital video as it has become for static ads.”

Defining Social Personalisation

While 50 percent of respondents say they personalise their video campaigns, brands can be doing a lot more. Those that are personalising their creatives based on data are seeing big results. Nearly 90 percent of respondents who have customised Facebook or YouTube video ads reported seeing benefits. Furthermore, 70 percent of those who customise said that they have seen improvements in their key performance indicators (KPIs).

According to Etzioni, in the next few months, the definition of personalisation will change. “Rather than creating a handful of versions – one for men, one for women, one for the East Coast and one for the West Coast, we expect brands to be using data insights to personalise at scale. This means hundreds if not thousands of versions of videos where the message and creative is tailored to their specific needs and interests. This will create a more meaningful experience for the consumer and transform video campaigns from simply brand awareness to direct response opportunities,”

The full report, “How Leading Brand Marketers are Using Personalised Video to Drive Sales,” is available for download here.

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In News

Retail Marketers Are Bullish Moving Into 2018

March 1, 2018 No Comments

Nearly 90% of retail marketers will increase marketing spend this year.

By MediaStreet Staff Writers

RetailMeNot has released result of a study showing how retail marketers will expand their content, use their marketing spend and what they are planning in 2018 to better engage and convert consumers.

This year, 9 in 10 retailers will increase marketing spend, and marketers will spread their increased budget almost evenly among marketing channels such as social, mobile, brand and display. This move reflects the need to ensure that every customer is receiving information in the channel of their choice. Interestingly, 93% of mid-sized retailers (between US$500 million and US$1 billion in annual revenue) are increasing their budget compared to 86% of large retailers (more than $1 billion in annual revenue) indicating an increase.

“Retail marketers are no longer thinking in channel silos. They are approaching commerce holistically with an understanding that consumers are channel-agnostic,” said Marissa Tarleton, CMO, RetailMeNot. “Delivering an experience that meets the consumer in the moment across the shopping journey will be the pathway to success for brands.”

Tackling New Trends and Challenges

While trends like virtual reality are still an exciting frontier, most retail marketers have their sights set on more realistic forward-looking trends. More than half of retail marketers surveyed believe improving mobile web checkout capabilities (52%) and offering exclusive promotions for mobile app users (51%) will positively affect sales growth in 2018. Additionally, voice-assisted shopping is an area that 39% of retail marketers plan to implement, with many retailers hoping to capitalise on increased use of smart home systems and smart speakers.

About 50% of retailers indicated they will use multi-touch attribution in order to better monitor the quality of traffic from their advertising investments. Further, retailers will become more bullish on advertising fraud as they look to ensure that their marketing is reaching the highest quality audience. More than 6 in 10 retail marketers (63%) will increase their direct media buying in 2018 in order to better monitor the quality of their traffic from advertising investments.

Holistic Approach to Increasing Sales

Retail marketers are wisely embracing mobile as a conduit for sales both on the phone and in physical retail stores. Based on our survey, retail marketers believe mobile is the key priority for positively affecting sales growth, and 72% will use mobile marketing to drive in-store sales. Further, 82% will rely on mobile marketing to drive in-app sales.

As marketers look to increase revenue in the coming year, their team structures and channel approaches will evolve to become more cross-functional. In fact, 50% of retail marketers say that their mobile marketing team falls under digital marketing within their organisation, up from 41% in 2016.

Finally, promotions continue to be top-of-mind for driving sales. Most retailers (76%) plan to increase the amount of promotions they are offering in 2018, and 86% will partner with websites and apps that focus on deals, cash back and loyalty programs.

“The convergence between physical and digital shopping will blend even further this year,” said Tarleton. “As retail shifts continue, delivering seamless shopping experiences—be it in-store or online—are critical to success.”

RetailMeNot is a savings destination connecting consumers with retailers, restaurants and brands, both online and in-store. The company enables consumers across the globe to find hundreds of thousands of offers to save money while they shop or dine out.

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In News

Over Half of Millennials Check Snapchat Daily, Much More Than Boomers and Gen Xers

February 28, 2018 No Comments

Social media preferences differ by generation, but most users spend their time consuming – not creating – content on social media apps.

More than half of millennials (53%) say they check Snapchat daily, which is three times more than Generation Xers (18%) and eight times more than baby boomers (7%), according to new data from The Manifest.

Baby boomers prefer Facebook over Snapchat, and they check Facebook more than millennials. More than 9 out of 10 of baby boomers (93%) open the Facebook app at least once a day, compared to 85% of millennials.

The findings indicate that preferences for certain social media apps differ by age group. However, Facebook’s overall dominance – with nearly 90% of all social media app users saying they check it at least once a day – demonstrates how Facebook made its platform appealing to a variety of users.

“Facebook invested considerable resources over the last 10 plus years in making an experience where everyone can find value in the platform,” said Josh Krakauer, founder and CEO of Sculpt, a social media marketing agency.

In contrast, Snapchat’s emphasis on short-lived content and the camera as a communication tool attracts younger users, and millennials in particular, who want a more personalised and unfiltered social media experience.

Snapchat appeals to younger generations who are used to getting the specific information they want, when they want it. Older social media app users may be more comfortable consuming content television-style, where what you see and when you see it is partially decided for you.

“As Facebook has catered to everyone in the world, Snapchat has doubled down as being a place that still feels raw, unfiltered and personal,” Krakauer said.

What Are Smartphone Users Doing on Social Media Apps?

While users spend a lot of time on social media apps, they don’t often publish content. The largest percentage of respondents (36%) say they most commonly use the “like” or “favourite” features on social media apps.

This finding correlates to the “90-9-1” rule of internet content, say experts. “[The rule] says that 90% of the time we just consume content, 9% of the time we interact with content, and only 1% of the time we actually share something,” said Sheana Ahlqvist, lead UX researcher at PhD Insights, a user research agency.

Simply liking or favouriting content on social media is a relatively seamless behaviour, requiring little motivation. The easier an online action is, the more likely a user is to complete it.

“The liking and favouriting is like saying ‘bless you,'” said Alex Levin, co-founder of L+R, a Brooklyn-based creative agency. “You can do it in an action that isn’t offensive.”

In addition to exploring app user behaviour, the survey helps businesses interested in building an app learn from the success of social media apps.

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In News

High Impact Digital Marketing Tips to Sell More

February 27, 2018 No Comments

If you have a sales event coming up, like the end-of-season sales, then here are the tips you need to know.

By MediaStreet Staff Writers

The actual benefits of designing commercial strategies around events like America’s Black Friday or China’s Singles Day improve market platforms and strengthen the domestic economic market because it’s a great opportunity to encourage consumption and sales.

On Black Friday, for example, thousands of companies from different industries tag along with the commercial event and offer large discounts on their goods and services. However, competition is rife. An offer can lose its meaning when another company offers a better one, and what’s more, businesses must not only participate in Black Friday, but really know how to stand out and attract consumers.

So how do you as a marketer get your business to stand out?

Here are some tips from Adext. They deploy and optimise online advertising campaigns on Google, Facebook, Instagram and thousands of websites to increase the sales of SMEs that have limited resources for the activities.

1) Plan a strategy: It’s not enough to offer irresistible discounts on events like Black Friday… You need a promotion strategy with a clear action plan and execution dates. You must be clear on what discounts and incentives you’ll promote, how you’re going to put them across, the digital platforms you’ll use, who you’ll target, when and why. The what, how, where, when and why questions are key to developing any action plan. Come up with answers to them while always keeping the goal you want to achieve in mind. In this case, it’s sales.

2) Research your competition and make sure to offer something really attractive: You could offer a 10% discount, but if your main competitor offers 25%… You can imagine the outcome. If you want to take the lead, look at what they’re doing and ask yourself how you can beat their discount and/or add more value (without affecting your profit margins). You could give your prospects something of value like a gift for their loyalty, or an extra incentive for them to buy more. Also, don’t forget to let your imagination roam and build your offer or promotion around a creative concept.

3) Build Anticipation: Teaser campaigns are wonderful for building your target audience’s curiosity. Don’t reveal your discounts, offers or incentives too soon… Let your prospects discover what they are as anticipation builds. They should be interested and intrigued to find out what you’ll offer them on your sales event day. There are several examples of clever, catchy strategies where they invite their prospects to go to Snapchat to discover what the 10 star products reduced to €10 are.

4) Send your prospects emails: You can send a few emails before the big sales day (to build anticipation), and other reminders before the day arrives.

Here are three tips to make your email marketing campaign a success:

Make sure to add an attention-grabbing title or subject line to your email. An email subject line you see all the time, like “Check out our discounts!” will go unnoticed. But if you can entice the reader with something like “I don’t want to freak you out, but you’ll regret it if you don’t take advantage of this” will definitely pique their curiosity and make your open rates go up.
Once they open your email, there must be something of interest for them to look at and read… The body of the email must be pleasant to look at, and easy to read and scan. Use short paragraphs, bold letters, headlines, subtitles, vignettes, images, and of course: good copywriting.
Add a CTA (Call-To-Action), where you specify what you want the reader to do once they’ve read your email. For example, you might write: “Our discounted products will be available in store until we’re out of stock. We’ll be ready to serve you when you arrive” or “Buy your Christmas gifts NOW and make sure you don’t get burned in January”. This action-oriented copy should stand out on the page. And if you have an online store, add a link to it.

5) Take advantage of the power of social networks: There is no doubt that you need to be where consumers spend most of their time. Where’s that? In this digital world, it’s on social media. Join the conversation and interact with your audience. Include the most relevant hashtags (e.g. #Black Friday or #SinglesDay or #Summersales) on your posts, so that prospects looking for discounts and deals can easily find you.

6) Let digital advertising bring you the clients you need: Digital advertising no longer has to be complicated. And it can give you the results you’re hoping for. Adext is the first Artificial Intelligence platform in the digital advertising space that can automate the entire process of creating, managing and optimising your ad campaigns on Google, Facebook and Instagram.

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In News

Influencers are Earning Billions in the New Creative Economy

February 26, 2018 No Comments

The new study highlights that the huge economic impact is just “tip of the iceberg” with independent creators.

By MediaStreet Staff Writers

So here it is, another study from the USA about the power of the new economy. While it doesn’t feature what Europeans are doing, we can use the information to see just how fast the new creative economy is moving. Put it this way: that horse has bolted.

The new report released by the Re:Create Coalition finds that 14.8 million independent, American creators earned a baseline of almost $6 billion from posting their music, videos, art, crafts and other works online in 2016. The research is only a snapshot of the entire New Creative Economy, analysing just some of the biggest online platforms: Amazon Publishing, eBay, Etsy, Instagram, Shapeways, Tumblr, Twitch, WordPress and YouTube.

Despite the study being conducted in the USA, YouTube’s top earner is British. Daniel Middleton (DanTDM) brought in $16.5 million in 2017 alone. 26-year-old Dan, otherwise known as TheDiamondMinecart, posts daily reviews and gameplay videos plus some other silliness that kids love.

“Before the internet, a creator was forced to rely on traditional gatekeepers like movie studios and the recording industry to be successful. Today, anyone with a creative idea and a wifi signal can be successful and make money on the internet, reaching millions of people around the globe almost instantly,” said Re:Create Executive Director Joshua Lamel. “This analysis is just the tip of the iceberg when it comes to understanding the full economic impact of the New Creative Economy. However, its findings demonstrate that millions of Americans rely on the balanced copyright policies that support internet platforms like YouTube, Instagram and Etsy in order to earn billions of dollars from their creative work.”

Selena Gomez is the number one person on Instagram, with close to 70 million followers, more than any other celebrity.

Said study author Dr. Robert Shapiro, “The development of this multi-million user network and multi-billion dollar ecosystem for independent new creators reflects the power of the internet. Even with these highly conservative estimates, this study demonstrates the economic power of the new creative economy and its enormous potential for continued growth.”

For each platform, only a single component of how users can earn income was studied, due to limited public data and insufficient information. Independent creators earn billions of dollars each year online through website ads, sponsorship/influencer compensation, social media traffic, direct sales and other methods, but this study analysed only one revenue-sharing model per platform.

For the full report is here.

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In News

Are you a Tourism Marketer? Here’s What Travellers are Hashtagging the Most

February 23, 2018 No Comments

If you are marketing anything in the tourism game, this is what you need to know.

By MediaStreet Staff Writers

For those that are lucky enough to get away on holiday or go on an extended travel stint, we can predict what actvities you might be doing after a new study has been published by Hotels.com

The company have used a data-crunching bot to track what people are hashtagging the most on their sojourns. More than five million brags globally were analysed using a combination of Tweet data, Instagram posts and travel keywords and destinations mentioned on other social media. So here are the results.

Worldwide travellers are all about the culture: they enjoy musing around museums (300,000 brags), old-town charm (170,000 brags) and a spot of sunshine (130,000 brags), but they can also be found in floating restaurants, erotic museums and night markets.

TOP 10 GLOBAL THEMES

Museum
Rooftop bar
Old Town
Modern Art
Opera
Sunshine
Olympic Games
Cathedral
Gallery
Ballet

This travel bragging trend echoes the findings from the recent Hotels.com Mobile Travel Tracker report, which revealed that one in six travellers search social media before their trip to plan the photos they’ll take. And 56% of people surveyed admit to spending more than an hour a day on their smartphones while on holiday.

While travellers naturally brag about taking in the tourist hotspots and cultural offerings, more people than ever are sharing foodie ‘grams, shopping stories and luxe posts.

#Foodporn
You’re never more than an Insta-scroll away from #FoodPorn and the brag lists are brimming with culinary treats. Cakes in Stockholm and curry in Toronto spice up the brag lists, and New York steak and pizza both made the cut. Perhaps more surprisingly, enchiladas proved twice as popular as modern art in Mexico City, ice cream scooped 10% of all San Francisco brags and Jumbo Kingdom floating restaurant in Hong Kong took second place in the Hong Kong chart with more than 20,000 brags.

Shop ’til you drop
Shopping is a must-do for most travellers. Those visiting Paris brag more about the Rue Vieille du Temple, famous for its boutiques, than Le Louvre! Other top shop-spots included Bal Harbour in Miami, the Harbour City mall in Hong Kong, vintage shops in Melbourne and the stylish Cecile Copenhagen fashion brand made the Danish capital’s top 10.

Five-star luxury
When travellers check into a posh, luxury hotel they naturally want the world to know. The stunning 5-star Ritz Carlton in San Francisco topped the city’s brag list, the Four Seasons in Singapore proved brag-worthy and the Park Hyatt came in at number one in Seoul – most likely for its awe-inspiring rooftop pool.

Scott Ludwig at Hotels.com said, “Bragging about your travel experiences on social media has become the norm – if you didn’t get social kudos out of it, it didn’t happen!”

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In News

Advertising in Fashion Magazines is Dead to us Now

February 19, 2018 No Comments

Now? Fashion brands are meeting with social media influencers directly.

By MediaStreet Staff Writers

Hundreds of NY Fashion Week influencers were invited to a party specifically held to put them in front of brands that want some of the spotlight. The party was held by a company called Influence, which connects brands and influencers. Together, they create social campaigns that expand visibility and engage new audiences for brands. The influencer gets paid, and the brands get to reach audiences that they might not be able to access using other methods. Welcome to the “now” of fashion and brand marketing.

Influence is a sister company to the already-successful operation called Newswire. Newswire currently have an online portal that publishes thousands of press releases every day. Journalists and influencers can go straight to company news, by keyword or subject search. This means that they can get their news directly from the companies, rather than have the interaction brokered through a PR agency. This renders the traditional PR agency almost obsolete.

The way the PR industry is changing is similar to the way that fashion magazines are going. Teen magazines and fashion publications are no longer the huge, powerful entities that brokered deals between brands/fashion houses and their audiences. Now, it is the online fashion influencers who have huge sway with their fans, and brands can contact them directly. This circumvents the hugely expensive fashion magazines, whose circulations are falling dramatically.

As an example, a top YouTube fashion influencer is Chriselle Lim. Her channel is growing at a breakneck pace. Her videos reveal how to transform basic pieces of clothing into stylish apparel. Chriselle has support from global brands such as Target and Estee Lauder.

The change in the way brands and fashion are marketed has been incredibly rapid. Fashion magazines? Pah. Now Facebook, Instagram, Twitter and YouTube are the place to put brand marketing spend.

But back to the party. The event hosted hundreds of NY Fashion Week Influencers at Manhattan’s chic Sixty Soho Hotel. Influencers and brands from across the globe arrived to share in networking and developing opportunities for campaign partnerships that strengthen an Influencer’s channel and widen content reach for brands. The party was also used to promote Influence.com itself. And it worked, because here you are, reading about this new company.

Said Director of Influencer Marketing, Magnolia Sevenler, “Whether you are an influencer or marketer, the Influence by Newswire platform provides a community to build your campaigns.”

According to Sevenler, the platform has been well-received from both marketers and creators for its simplicity and reach. “It’s exciting to see all the positive feedback…as we enter a new era of marketing, where micro-influencers can be rewarded for their passions and brands can reach new untapped audiences.”

The company has plans to expand its network and add additional features to enhance users’ experience. And it is doing this all because the fashion magazine industry is destined for a papery grave. It’s time to move on, people, and bring your marketing spend with you.

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In News

You Might be Paying too Much for ads on Google and Bing

February 8, 2018 No Comments

Before you dish out money to bid for a top-ranked ad position on a search engine, you may want to pause and make sure it’s actually going to pay off.

By MediaStreet Staff Writers

New research out of Binghamton University, State University of New York suggests that instead of just spending to get that top spot, advertisers should be considering other factors as well to ensure they are getting the best results from their sponsored search advertising campaigns.

Sponsored search advertising involves paying search engines, like Google and Bing, to bid for placements on the search results pages for specific keywords and terms. The ads appear in sponsored sections, separate from the organic search results, on those pages.

“The common belief in sponsored search advertising is that you should buy the top ad position to get more clicks, because that will lead to more sales,” said Binghamton University Assistant Professor of Marketing Chang Hee Park. “But the fee for the top position could be larger than the expected sales you’d get off that top position.”

Park, with the help of Binghamton University Professor of Marketing Manoj Agarwal, analysed data collected from a search engine and created a model that can forecast the number of clicks advertisers could expect in sponsored search markets based on four factors:

Rank in the sponsored listings
Website quality
Brand equity
Selling proposition

The model gives advertisers a way to quantify the expected clicks they’d get by adjusting these four factors, while also taking into consideration how their competitors are managing these four factors. This could enable advertisers to find a perfect blend of the four factors to ensure they are getting the most out of what they are paying for their ad positions.

It may also indicate that they should be spending more money to bolster their brand or website rather than amplifying their offers in top ad positions.

“Using this model, you may find that paying less for a lower ad position while investing more in improving your website is more effective than spending all of that money strictly on securing top ad positions,” said Agarwal.

This applies especially if your competitor has a poorer-quality website, but is spending more than you on securing top ad positions.

Their model found that poor-quality advertisers that are ranked higher in ad positions drive consumers back to the search results page, leading consumers to then click on advertisers in lower ad positions to find what they are looking for.

In contrast, they also found that a highly-ranked good-quality advertiser results in significantly less clicks for all the advertisers ranked below them.

“It’s more likely that in the top position, all advertisers being equal, you’ll get more clicks. But depending on these four factors, as well as the quality of your competitors, you may find that you’ll get more clicks in the second or the third position,” said Park.

“Conceptually, this is not a new idea, but now the model can help determine this by accounting for multiple factors at play at the same time.”

Advertisers aren’t the only ones who can benefit from this research.

Park and Agarwal’s model found that simply reordering the listed advertisers could result in significant changes in overall click volume (the total number of clicks across all advertisers) for search engines.

“Because they often charge on a pay-per-click model, search engines can now simulate which ordering of advertisers in a sponsored search market results in the most overall clicks and, therefore, most revenue” said Park. “Search engines may want to consider charging advertisers in a way that gives the search engine more flexibility in determining the order in which the ads in sponsored sections are displayed.”

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In News

Understanding Facebook Emoticons Can Impact How You Advertise on Social Media

February 7, 2018 No Comments

Not all “likes” are equal.

By MediaStreet Staff Writers

While the trusty “like” button is still the most popular way to signal approval for Facebook posts, a computer model may help users and businesses navigate the increasingly complicated way people are expressing how they feel on social media.

In a study, researchers developed a social emotion mining computer model that one day could be used to better predict people’s emotional reactions to Facebook posts, said Jason Zhang, a research assistant in Penn State’s College of Information Sciences and Technology. While Facebook once featured only one official emoticon reaction – the like button – the social media site added five more buttons – love, haha, wow, sad and angry – in early 2016.

“We want to understand the user’s reactions behind these clicks on the emoticons by modelling the problem as the ranking problem – given a Facebook post, can an algorithm predict the right ordering among six emoticons in terms of votes?” said Zhang. “But, what we found out was that existing solutions predict the user’s emotions and their rankings poorly in some times.”

Zhang added that merely counting clicks fails to acknowledge that some emoticons are less likely to be clicked than others, which is called the imbalance issue. For example, users tend to click the like button the most because it signals a positive interaction and it is also the default emoticon on Facebook.

“When we post something on Facebook, our friends tend to click the positive reactions, usually love, haha, or, simply, like, but they’ll seldom click angry,” said Zhang. “And this causes the severe imbalance issue.”

For social media managers and advertisers, who spend billions buying Facebook advertisements each year, this imbalance may skew their analysis on how their content is actually performing on Facebook, said Dongwon Lee, associate professor of information sciences and technology. The new model – which they call robust label ranking, or ROAR – could lead to better analytic packages for social media analysts and researchers.

“A lot of the commercial advertisements on Facebook are driven by likes,” said Lee. “Eventually, if we can predict these emoticons more accurately using six emoticons, we can build a better model that can discern more precise distribution of emotions in the social platforms with only one emoticon – like – such as on Facebook before 2016. This is a step in the direction of creating a model that could tell, for instance, that a Facebook posting made in 2015 with a million likes in fact consists only 80 percent likes and 20 percent angry. If such a precise understanding on social emotions is possible, that may impact how you advertise.”

The researchers used an AI technique called “supervised machine learning” to evaluate their newly-developed solution. In this study, the researchers trained the model using four Facebook post data sets including public posts from ordinary users, the New York Times, the Wall Street Journal and the Washington Post, and showed that their solution significantly outperformed existing solutions. All four sets of data were analysed after Facebook introduced the six emoticons in 2016.

The researchers suggest future research may explore the multiple meanings for liking a post.

“Coming up with right taxonomy for the meanings of like is another step in the research,” said Lee. “When you click on the like button, you could really be signalling several emotions – maybe you agree with it, or you’re adding your support, or you just like it.”

And we as marketers know, the more you understand how your market feels, the better you can tailor your advertising to them.

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