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A World Of Information Without Noise 

Big data is more than just a buzzword. It’s one of the biggest challenges and opportunities facing almost every industry, business and brand today. With the potential value that it holds, investment in big data, machine learning and AI will be crucial for any business that wants to remain relevant through the ages.

Big Data

noun : extremely large data sets that may be analysed computationally to reveal patterns, trends, and associations, especially relating to human behaviour and interactions.

Each day 2.5 quintillion bytes of data is generated – a number that continues to grow exponentially. While we have seen improvements in the collection of data over recent years, the ability to synthesize meaning from this data is demanding more from engineers and their technology than ever before.

The problem that we face is sorting through these huge chunks of data to separate the noise from what is important to individuals and their organisation. While automation has offered speed, simplicity and efficiency, the ‘why’ is where the untapped value and excitement lies.

“Contextualisation is key. It's not about just collecting data, it’s about how that data can provide clear information that enables and inspires action”

Richard Spencer, Chief Marketing Officer at Isentia.

Rather than reflecting on past performance, answering the ‘why’ has the potential to lead action that focuses on influencing the tomorrow.
Beyond big data, the 'why' behind AI and machine learning may raise new questions. For instance the wider interplay behind machine learnings ability to  translate to a language without any knowledge or assumptions about that language.

As teams start to ask these questions, the data starts to be reimagined. The perception of a data point transforms into breadcrumbs of a narrative that can tell a bigger story, and ultimately influence our thinking.

The question is, when big data becomes manageable and meaningful – how fast will it move into being predictive? And even beyond this, be able to simulate what is ‘likely’ to happen.

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If your New Year’s resolution is to get ahead of the tech curve, you’re in luck.

As artificial intelligence (AI) transitions from novel to normalised in 2018, there are many ways you can integrate advanced technology into your day-to-day life, making you more productive at work and at home. Andrea Walsh, one of Australia’s most successful CIO’s, shares tips on how everyone can use machine learning to squeeze more out of the day.

Decision making

You may not trust a computer to make important decisions for you, but it can help guide your choices. Committed to read more in 2018? Amazon will analyse your previous purchasing behaviour to recommend books you might like. If you’d simply like to reconnect with old friends or spend more time with new ones, Facebook will flag friend suggestions for you. If you’re in the market for a new job this year, let LinkedIn’s algorithms suggest jobs you may be interested in or people you should be networking with. Embrace these tools to help cut through the noise and then use your own insight to make decisions on a narrowed, personalised field.

Be more punctual

If you are perennially late and have vowed to be more punctual in 2018, Google Maps is your new best friend, helping you avoid time-sucking activities like getting lost in parking lots or being caught in heavy traffic. Using data from your smartphone, Google is able to provide you with directions to where you parked your car. On the road, Google will analyse your position together with anonymised data from other smartphones to suggest the fastest route to your destination. If driving full-stop is your peeve, then you will be pleased to hear that California authorities will allow self-driving cars to be tested alongside cars driven by humans on roads this year. Experts predict this could result in a 90% reduction in accidents (which will arouse all sorts of ethical debates as to whether humans will still be able to drive cars), 75% less cars on the road and reduce the work commute by almost half.

Boost creativity

With the rise of machine learning comes the fear of job losses. “The development of full artificial intelligence could spell the end of the human race,” Stephen Hawking told the BBC.

An Oxford University survey suggested that 47 per cent of the world’s jobs could be replaced within decades. Autonomous cars present one example of how jobs in transport and logistics may be replaced by robots. With this uncertainty comes the understanding that routine work is far more likely to be automated than jobs requiring skills like creativity or emotional intelligence. Machines may be adept at processing large volumes of data, but they can’t make insightful or creative decisions. The good news is that as machines become smarter, humans are freed from mundane tasks and can become more creative. If you’re in a small business, using accounting products like Xero to manage your financial reporting. This allows you to turn your attention to business boosters like problem solving, improving customer service or creating new products. If you’re in big business, tools like Amazon Transcribe or Amazon Translate can perform laborious tasks like producing and translating documents with lightning speed and accuracy, allowing you to focus on big picture thinking like strategy and profitability.

Stay on top of current affairs

In my work at Isentia, we use machine learning to process seven million news items each day. Not long ago this was a task relegated to humans with the mind-numbing task of flipping through newspapers in search of stories that might relate to a client. Machines trawl video, audio and digital content across more than 5,500 new sites at a rate of 234 stories per second and present meaningful summaries to clients in real-time. Whether a story breaks on Twitter and then spills across news platforms and onto television and radio, machine learning can track and analyse how a story evolves with 99% accuracy. Use these tools to stay on top of the issues or people relevant to your industry – in real time.

Make your mark in 2018

The robots aren’t ‘coming’, they are well and truly here. Without realising, we interact with ‘smart’ technology at almost every touch point of our daily lives. As a technologist, I am excited by machine learning not only because I see its profit boosting value, but also for how much it can improve our working lives each and every day.

If you learn one thing this year, take the time to discover how AI can help you be a more creative and productive version of you in 2018.

Headquartered in Sydney, Australia, Isentia is a media intelligence company operating since 1982. The company is backed by over 1,200 employees with 18 offices across Australia, New Zealand, Asia, Europe and the US. Isentia provides more than 5,000 clients, including many of the world’s leading brands, companies and governments, with media intelligence software and services that help drive more informed and timely business and communication decisions.

Originally featured on Women Love Tech.

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The circular economy of Australia’s soft plastics recycling system

You’ve probably heard of REDcycle by now - the initiative started by a passionate mum, providing Australian’s with the opportunity to recycle their soft plastics. Its operation helped reduce the amount of landfill in Australia and its sudden halt in operation sent the community into a frenzy.

The pause in the popular REDcycle program presented an opportunity to rethink the model for soft plastics recycling in Australia and find end markets for recycled package content. It also prompted Australians to rethink the way they consume products, rather than just the way they recycle them.

Social media conversations show Australians continue to encourage retailers and large corporations to use their influential power to create impactful change. These conversations are heightened where regression (or progression) is made towards sustainability.

Soft plastic recycling to the kerb

The collection of coverage

As people learned the news about REDcycle, there was heightened concern about how soft plastics were going to be recycled. With over 12,000 mainstream media items about REDcycle or soft plastic recycling, it supports the idea that Australia’s broken plastic recycling system is distressing for many and more needs to be done. 

The halt in operation brought on more concern for the environment and ignited feelings of anger and distrust after thousands of tonnes of plastic had been stockpiled instead of being recycled.

Media coverage across different channels (social media, search, broadcast and print) shows spikes of coverage on the same days (9 November, 7 February, 27 February) but at varying levels;

• 9 November - REDcycle announced it would pause its operations indefinitely. This shock announcement caused an influx of conversations on social media platforms which then caused people to search ‘where to recycle soft plastics’.
• 7 February -  additional stockpiles of plastic were discovered in warehouses. People felt disappointed and let down by REDcycle.
• 23 February - supermarket giants announced they would take responsibility for the 12,400 tonnes of soft plastic stored by REDcycle in warehouses around the country, ahead of REDcycle declaring their insolvency. This announcement gained more chatter across social media in comparison to other channels. 

Conversations on Twitter represent social media as the preferred option for users in comparison to broadcast, print and search.

Closing the loop

As political leaders have the power to influence their supporters on sustainability development, sustainability advocates are pushing Australian leaders to accelerate plastic waste regulations. 

Conversations on Reddit rapidly grew on 9 November - the day the REDcycle program paused. Overall sentiment was anger and sadness with many expressing their feelings of disappointment after learning their donated soft plastics were not ending up where promised. Others felt frustrated or angry towards large organisations who were not holding up their end of the deal, especially after taking the time to correctly separate their recyclable waste. 

At 40%, political enthusiasts far outweigh any other active community on social media and forums. Their ‘passion’ for Australia can be overshadowed, as they share their beliefs towards the government - ranging from incompetence to over governing. Generation Z are true digital natives and make up 22% of active online communities. This cohort is motivated to make more sustainable choices, if it means it will benefit the environment for the long term.

Supermarkets to the rescue

The REDcycle program illustrated the complexity of soft plastics recycling and the need to build robust systems to close the loop on this common household waste. For years there have been stockpiling issues, dumping, toxic fires and lax regulations, making it challenging to operate.

Australia’s largest supermarkets continue to work towards reducing unnecessary plastics in their stores, and support the development of circular economies through the use of recycled material. 

Supermarket chains have moved quickly to find an alternative solution, teaming up with the National Plastics Recycling Scheme (NPRS) with financing from the Federal Government and top food and grocery producers to establish the Roadmap to Restart Taskforce.

23 February 2023, supermarket giants announced the return of soft plastics recycling by late 2023, despite the lack of recyclers. This announcement generated 6 x the amount of ‘supermarket’ Twitter mentions compared to 1 Nov 2022.

Although it’s a promising development, announcements like these are what drive the conversations and force change. This rings true as sustainability advocates push for more substantial action to address soft plastic waste in Australia.

Large organisations are being challenged to rethink how they package their products and how they can be more sustainable, what about the government?

A RED hot go

Minister for Environment and Water, Tanya Plibersek, has been vocal in her response to the soft plastics recycling crisis. Initially, the program's failure was met with calls for urgent action with Ms Plibersek weighing in on the news, saying it was “really concerning” and put the pressure on major supermarkets to come up with an alternative recycling program.

Although it is acknowledged that the government plays a role, it has been made clear the responsibility also lies with manufacturers and packagers.

State and Federal Ministers are actively sharing their opinions and policies online in an effort to make change faster and positively influence their audience. Victorian Premier, Dan Andrews and the Victorian Government are leading the way, banning the selling and supply of single-use plastics in the state.

Commonwealth, State and Territory governments have jointly invested considerable funds into developing local capabilities to recover the challenging recycling stream and have committed to turning around Australia’s lack of progress on its recycling targets, setting new targets for 2025.

Adding another interesting layer of insights on social media from our sister company Pulsar, is that reddit is playing a major role in disseminating sentiment surrounding the REDcycle program. The below chart shows the most recurring keywords grouped by channel. The larger the tile, the more times the topic has appeared in that channel. Conversations involving scientists were notable and finding a solution to plastic pollution was a key narrative.

The way forward

Conversations through online forums show Australians deeply care about sustainability, stating that ‘unless it can be recycled, it shouldn’t be produced.’

Social media platforms are especially fueled by sustainability advocates who need to share a broader awareness of recycling initiatives and earn potential audiences - conversations are widespread and emotions are elevated. Whereas broadcast and print channels are sharing the facts and the need to know information, directing audiences to use the information they have and to search where they can take their soft plastics. In addition to sustainability advocates, everyday Australians are learning how to pivot, seeking out support and ideas from fellow supporters on Twitter and other social media platforms.

If organisations can work together and policymakers can set clear legislative frameworks, it’s possible to implement necessary changes in both manufacturer and consumer behaviour to create a thriving circular plastics economy. 

The pause of REDcycle is certainly on its way to being a good thing for the environment.

If you would like to learn more about discovering how media intelligence can lead to insights across environmental issues or the active communities leading the conversations using audience intelligence, get in touch with us today.

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Isentia's parent company Access Intelligence has been recognised as one of Europe’s fastest growing companies in the FT 1000, a yearly ranking by the Financial Times and German data platform Statista. The FT 1000, now in its 7th edition, ranks the 1,000 companies in Europe that have achieved the highest percentage growth in revenues.

Access Intelligence is an AIM-listed tech innovator, delivering high quality SaaS products that address the fundamental business needs of clients in the marketing and communications industries.

‘Understanding audiences has become essential for organisations across industries and geographies: we’re seeing that need grow every day, as more and more of our clients put media insights, reputation and audience intelligence at the center of their strategy,’ said Joanna Arnold, CEO of Access Intelligence.

The group powers the world’s most relevant brands across regions and industries: with over 6,000 clients worldwide, Access Intelligence helps clients like Apple, Coca-Cola, Pfizer, the UK House of Commons, HSBC, Twitter, and the Australian Government understand their audiences and monitor the media landscape.

The evolving Access Intelligence portfolio includes Isentia, the market-leading media monitoring, intelligence and insights solution provider; Pulsar, the audience intelligence and social listening platform; Vuelio, which provides monitoring, insight, engagement and evaluation tools for politics, editorial and social media in one place; and ResponseSource, the network that connects journalists and influencers to the PR and communications industry.

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