Data Science Brings Intelligence to Ad Tech: Q&A with Catherine Williams, Chief Data Scientist, AppNexus
In an industry based on data and real-time analysis, data scientists are the interpreters of complex variables that determine the outcome of advertising campaigns. Catherine Williams (pictured below), chief data scientist, AppNexus, talks about the role of data science in ad tech – and the importance of nurturing new talent for the industry as a whole.ExchangeWire: Are data scientists being replaced by machine learning?
Catherine Williams: No, on the contrary, data scientists are required in order to produce viable machine learning. [...]
Data-driven marketing and machine learning often are touted as helping advertisers reach audiences more accurately; but human judgement still is needed to tell the story that connects customers.
This approach helped power AirAsia’s campaigns, according to Kuo Chia-Fang, Oath’s Asia-Pacific media solutions senior director. The low-cost airline worked with Yahoo last year to roll out a campaign that aimed to create awareness of its flight network, frequencies, and ancillary services such as in-flight meal, hot seats, and baggage. It also wanted [...]
Most brands in Asia-Pacific recognise the importance of user experience, with some turning to data and artificial intelligence to improve consumer engagement. Missteps, though, will happen if marketers fail to understand their customers and rush to adopt emerging technologies without a clear vision.
Customer experience, consumer ‘hyper-adoption’, and digital disruption were among key trends impacting the industry today, said Fred Giron, Forrester’s Asia-Pacific vice president and research director. He pointed to market players such as WeChat, Kakao, Amazon, and Alibaba, [...]
Marketers have been so focused on optimising customer experience across digital channels that they have neglected the need to be equally responsive on physical touchpoints.
A survey by CMO Council revealed that 78% of marketers believed they could respond or react to consumer feedback, requests, suggestions, or complaints specific to campaigns within two weeks – with 43% saying they could do so within 24 hours, according to the research, which polled 153 marketers [...]
The More We Can Predict, The Better We Can Deliver: Q&A with Haylee Adkins, Global Head of Client Strategy, Drawbridge
Data alone doesn’t make marketing relevant. With personalisation at the top of many marketers’ lists, cross-device identity-based marketing is gaining traction. ExchangeWire chats with Haylee Adkins (pictured below), global head of strategy, Drawbridge, about the developments in ID-based marketing and how machine learning will help make advertising more relevant.ExchangeWire: Drawbridge is focusing on identity-based marketing. Is mere data not good enough anymore?
Haylee Adkins: It’s not that data isn’t good enough… it’s that data is typically incomplete. Brands may have data on consumers [...]
With artificial intelligence (AI) and other technological developments creating more ways to engage consumers, brands in Asia-Pacific need to ensure they are ready to tap these new avenues.
The emergence of autonomous vehicles and mobility as a service, for example, would open up new windows to engage an audience that would no longer need to focus on the road, said Tripti Lochan, VML's Southeast Asia and India CEO.
She believes that changes in the automotive industry [...]
What if you walked through the British Museum in the dark? You’d probably get lost among the mummies or fumble through the gift shop; you’d likely skip entire rooms and exhibitions, walking straight past the Rosetta Stone, and overlook other ancient masterpieces. In short, it’s never the best use of anyone’s time to be left in the dark. And, writes Chris Le May, SVP and MD for Europe and emerging markets, DataXu, the same goes for marketing: the more [...]
Amidst a shift of focus from being a marketing attribution solution to a marketing intelligence solution, with an emphasis on people-based marketing, Visual IQ has recently partnered with data management platform (DMP), Lotame. ExchangeWire speaks with Ryan Rolf, vice president of data solutions at Lotame and Phil Gross, vice president of product management at Visual IQ to find about more about this shift of business focus and Lotame’s role in helping to achieve that.ExchangeWire: What will the partnership between Visual [...]
For those wondering how Brexit would affect the UK’s adoption of the upcoming General Data Protection Regulation (GDPR), here’s your answer: it won’t. This week the UK government announced the Data Protection Bill (DPB), which is designed to align with the GDPR, which comes into force in May 2018, when the UK will still officially be an EU member.
The GDPR comprises a host of consumer-focused data protection laws, which the DPB is designed to emulate. The introduction of the [...]
It’s now less than a year until new data protection rules will be introduced in Europe. Known as the GDPR, the effects of the wide-reaching privacy protection regulation still seem to be shrouded in mist for the members of the ad tech and martech industry on both sides of the Atlantic. In this piece, Julia Shullman (pictured below), senior director, deputy general counsel of commercial and privacy, AppNexus, summarises five steps to be taken by companies to get ready for GDPR.
The General [...]