Tag: data (Page 5 of 5)

Facebook is doing what Google did: enabling

September 9, 2007 / elias

The hype surrounding the Facebook platform has created a frenzy of hype – on it being a closed wall, on privacy and the right to users having control of their data, and of course the monetisation opportunities of the applications themselves (which on the whole, appear futile but that will change).

We’ve heard of applications becoming targeted, with one (rumoured) for $3 million – and it has proved applications are an excellent way to acquire users and generate leads to your off-Facebook website & products. We’ve also seen applications desperately trying to monetise their products, by putting Google Ads on the homepage of the application, which are probably just as effective as giving a steak to a vegetarian. The other day however was the first instance where I have seen a monetisation strategy by an application that genuinely looked possible.

It’s this application called Compare Friends, where you essentially compare two friends on a question (who’s nicer, who has better hair, who would you rather sleep with…). The aggregate of responses from your friends who have compared you, can indicate how a person sits in a social network. For example, I am most dateable in my network, and one of the people with prettiest eyes (oh shucks guys!).

The other day, I was given an option to access the premium service – which essentially analyses your friends’ responses.

It occurred to me that monetisation strategies for the Facebook platform are possible beyond whacking Google Adsense on the application homepage. Valuable data can be collected by an application, such as what your friends think of you, and that can be turned into a useful service. Like above, they offer to tell you who is most likely to give you a good reference – that could be a useful thing. In the applications current iteration, I have no plans to pay 10 bucks for that data – but it does make you wonder that with time, more sophisticated services can be offered.

Facebook as the bastion of consumer insight

On a similar theme, I did an experiment a few months ago whereby I purchased a facebook poll, asking a certain demographic a serious question. The poll itself revealed some valuable data, as it gave me some more insight into the type of users of Facebook (following up from my original posting). However what it also revealed was the power of tapping into the crowd for a response so quickly.

Seeing the data come in by the minute as up to 200 people took the poll, as a marketer you could quickly gauge how people think about something in a statistically valid sample, in literally hours. You should read this posting discussing what I learned from the poll if you are interested.

It’s difficult to predict the trends I am seeing, and what will become of Facebook because a lot could happen. However one thing is certain, is that right now, it is a highly effective vehicle for individuals to gain insight about themselves – and generating this information is something I think people will pay for if it proves useful. Furthermore, it is an excellent way for organisations to organise quick and effective market research to test a hypothesis.

The power of Facebook, for external entities, is that it gives access to controlled populations whereby valuable data can be gained. As the WSJ notes, the platform has now started to see some clever applications that realise this. Expect a lot more to come.

Facebook is doing what Google did for the industry

When Google listed, a commentator said this could launch a new golden age that would bring optimism not seen since the bubble days to this badly shaken industry. I reflected on that point he made to see if his prophesy would come true one day. In case you hadn’t noticed, he was spot on!

When Google came, it did two big things for the industry

1) AdSense. Companies now had a revenue model – put some Google ads on your website in minutes. It was a cheap, effective advertising network that created an ecosystem. As of 30 June 2007, Google makes about 36% of their revenue from members in the Google network – meaning, non-Google websites. That’s about $2.7 billion. Although we can’t quantify how much their partners received – which could be anything from 20% to 70% (the $2.7 billion of course is Google’s share) – it would be safe to say Google helped the web ecosystem generate an extra $1 billion. That’s a lot of money!

2) Acquisitions. Google’s cash meant that buyouts where an option, rather than IPO, as is what most start-ups aimed for in the bubble days. In fact, I would argue the whole web2.0 strategy for startups is to get acquired by Google. This has encouraged innovation, as all parties from entrepreneurs to VC’s can make money from simply building features rather than actual businesses that have a positive cashflow. This innovation has a cumulative effect, as somewhere along the line, someone discovers an easy way to make money in ways others hadn’t thought possible.

Google’s starting to get stale now – but here comes Facebook to further add to the ecosystem. Their acquisition of a ‘web-operating system‘ built by a guy considered to be the next Bill Gates shows that Facebook’s growth is beyond a one hit wonder. The potential for the company to shake the industry is huge – for example, in advertising alone, they could roll out an advertising network that takes it a step further than contextual advertising as they actually have a full profile of 40 million people. This would make it the most efficient advertising system in the world. They could become the default login and identity system for people – no longer will you need to create an account for that pesky new site asking you to create an account. And as we are seeing currently, they enable a platform the helps other businesses generate business.

I’ve often heard people say that history will repeat itself – usually pointing to how 12 months ago Myspace was all the rage: Facebook is a fad, they will be replaced one day. I don’t think so – Facebook is evolving, and more importantly is that it is improving the entire web ecosystem. Facebook, like Google, is a company that strengthens the web economy. I am probably going to hate them one day, just like how my once loved Google is starting to annoy me now. But thank God it exists – because it’s enabling another generation of commerce that sees the sophistication of the web.

Study finds people would not pay for privacy options

September 8, 2007 / elias

A 2007 study by researchers at Carnegie Mellon and the University of California at Berkeley found that most subjects were unwilling to spend even a quarter [25 cents] to keep someone from selling sensitive information about them — such as their weight or number of sex partners. “People prefer money over data, always,” says Alessandro Acquisti, assistant professor of information technology and public policy at CMU. Source: Wired

Is privacy really that big a deal? In short – yes – but paying for paid privacy options is not something I am sure of. Rather, I would expect the forces to swell up like a hurricane that will require political action to enforce privacy as a legal right. As a business, you shouldn’t think of privacy as a revenue stream, but rather, a branding tool to build trust. It’s users ignorance of the truth, not acceptance of the consequences, that has people giving away their data. Don’t abuse that trust if given the opportunity.

Understanding the Facebook poll feature

September 7, 2007 / elias

A little while ago, I was lucky to catch a Facebook poll, as a way of advertising its new poll feature. As a follow up from that experience, I thought I might purchase my own poll to validate its effectiveness. Here are a few of my observations:

1) Answers appear to be clustered

One of the interesting things about the poll feature, is that it is real time. You are getting answers as people vote. You select what type of people you want to target, and Facebook will then quiz users of that criteria by putting the poll on their homescreen. Something I noticed however, was that answers seemed to come in together followed by a gap. I also noticed that these answers that come in groups, usually have similar responses.

I appears that users are highly responsive to a poll. If it appears on their survey, a lot of people appear to answer it. I know this because I specifically targeted my poll to Australians, in the middle of the day when I wouldn’t expect people to be using facebook.
The placing of the options seems to affect the results. I suppose anyone that has studied polling before, would probably know the order of a ballot heavily influences the poll. This appears evident here. Usefully however, Facebook allows you to randomise the poll so that different users see a different order. However as is demonstrated above, with this clustering, its groups of users that see a different order, not individuals

2) Facebook users appear to be more male, and younger
Something I noticed in my previous blog posting on the poll feature, was that there appeared to be more males answering. This seems to have happened occur with this poll as well, and indicates to me that Facebook’s population of users have a higher male base – which is unusual given that women generally outnumber men in society.

It should also be noted that there is no age groups option for people above 50 years old.

3) Takers of the poll appear to be a genuinely random population
The reason I picked 200 people, was that that is the minimum amount a poll needs to be before it can statistically be considered accurate to represent a population. However as I was able to obtain data as the poll was running, it gave me insight into how random (and representative) the population that took the test was.

Below is a screenshot half way through, as well as the final result

The results for the poll are almost identical. Without reading too much into it, that tells me the conditions of the test were genuinely random.

There are a few other things I noticed, but this isn’t me trying to promote a Facebook service, and will leave to make your own analysis in combination with the other Facebook poll I blogged about. I just want to highlight that for absolutely nothing, you can get an insight into a market in literally hours.

IBM recently released a report saying that the Internet has overtaken TV, changing the dynamics of the advertising industry, and that they see the role of advertising agencies in the future to go “beyond traditional creative roles to become brokers of consumer insight”

Facebook is an amazing company because of the amount of data it holds about the population in various societies. And for a fee – the rest of the world can take advantage of this as well. Welcome Facebook – the world’s most competitive agency for consumer insight.

On the future of search

August 28, 2007 / elias

Robert Scoble has put together a video presentation on how Techmeme, Facebook and Mahalo will kill Google in four years time. His basic premise is that SEO’s who game Google’s algorithm are as bad as spam (and there are some pissed SEO experts waking up today!). People like the ideas he introduces about social filtering, but on the whole – people are a bit more skeptical on his world domination theory.

There are a few good posts like Muhammad‘s on why the combo won’t prevail, but on the whole, I think everyone is missing the real issue: the whole concept of relevant results.

Relevance is personal

When I search, I am looking for answers. Scoble uses the example of searching for HDTV and makes note of the top manufacturers as something he would expect at the top of the results. For him – that’s probably what he wants to see – but for me, I want to be reading about the technology behind it. What I am trying to illustrate here is that relevance is personal.

The argument for social filtering, is that it makes it more relevant. For example, by having a bunch of my friends associated with me on my Facebook account, an inference engine can determine that if my friend called A is also friends with person B, who is friends with person C – than something I like must also be something that person C likes. When it comes to search results, that sort of social/collaborative filtering doesn’t work because relevance is complicated. The only value a social network can provide is if the content is spam or not – a yes or no type of answer – which is assuming if someone in my network has come across this content. Just because my social network can (potentially) help filter out spam, doesn’t make the search results higher quality. It just means less spam results. There is plenty of content that may be on-topic but may as well be classed as spam.

Google’s algorithm essentially works on the popularity of links, which is how it determines relevance. People can game this algorithm, because someone can make a website popular to manipulate rankings through linking from fake sites and other optimisations. But Google’s pagerank algorithm is assuming that relevant results are, at their core, purely about popularity. The innovation the Google guys brought to the world of search is something to be applauded for, but the extreme lack of innovation in this area since just shows how hard it is to come up with new ways of making something relevant. Popularity is a smart way of determining relevance (because most people would like it) – but since that can be gamed, it no longer is.

The semantic web

I still don’t quite understand why people don’t realise the potential for the semantic web, something I go on about over and over again (maybe not on this blog – maybe it’s time I did). But if it is something that is going to change search, it will be that – because the semantic web will structure data – moving away from the document approach that webpages represent and more towards the data approach that resembles a database table. It may not be able to make results more relevant to your personal interests, but it will better understand the sources of data that make up the search results, and can match it up to whatever constructs you present it.

Like Google’s page rank, the semantic web will require human’s to structure data, which a machine will then make inferences – similar to how Pagerank makes inferences based on what links people make. However Scoble’s claim that humans can overtake a machine is silly – yes humans have a much higher intellect and are better at filtering, but they in no way can match the speed and power of a machine. Once the semantic web gets into full gear a few years from now, humans will have trained the machine to think – and it can then do the filtering for us.

Human intelligence will be crucial for the future of search – but not in the way Mahalo does it which is like manually categorising pieces of paper into a file cabinet – which is not sustainable. A bit like how when the painters of the Sydney harbour bridge finish painting it, they have to start all over again because the other side is already starting to rust again. Once we can train a machine that for example, a dog is an animal, that has four legs and makes a sound like “woof” – the machine can then act on our behalf, like a trained animal, and go fetch what we want; how those paper documents are stored will now be irrelevant and the machine can do the sorting for us.

The Google killer of the future will be the people that can convert the knowledge on the world wide web into information readeable by computers, to create this (weak) form of artificial intelligence. Now that’s where it gets interesting.

A casual chat with a media industry insider

August 5, 2007 / elias

Today I had the chance of picking the mind of Achilles from the International Herald Tribune, who last year was appointed Vice-President, circulation and development. Achilles is a family friend and I took the opportunity to talk to him about the world of media and the challenges being faced.

The IHT is one of the three daily financial newspapers of the world, along with the Wall Street Journal and the Financial Times. It is currently owned by the New York Times, and has a global circulation of 240,000 people. I had a great chat on a lot of different themes which could have me blog about for a week straight, but here are some of the facts I picked up from our discussion, which I will summarise below as future talking points:

On Murdoch’s acquisition of the Wall Street Journal: “very interested to see if he will remove the paid wall”.
The IHT experiemented with a paid wall for it’s opinion content, but they will be removing that later this year
He says the Bancroft family sold it because they are emotionally detached from the product. It was just an asset to them.
A lot of the content is simply reedited content from the NYT and internationalising it. For example, replacing sentences like “Kazakhstan in the size of New York state” doesn’t work well for an international reader who has no idea how big New York state is.
On the threat of citizen journalism with traditional media: “they are a competitive threat because we are competing for the same scarce resource: the attention of readers”
The problem with citizen journalism and bloggers is the validity of their information – behind a newspapers brand, is trust from readers of the large amounts of research and factchecking that occur. They have no credibility.
A blog may develop credibility with an audience greater than the New York Times. But this poses problems for advertising as advertisers might only advertise because of its niche audience. Blogs are spreading the advertising dollars, which is hurting everyone – it’s become decentralised and that has implications which are problematic.
The IHT’s circulation is spread thinly across the world. For example, it has 30,000 readers in France and six in Mauritius.
Their target market is largely the business traveller, which has its own unique benefits and problems. For example, a business traveler will read it for two days but when they get back home, they will revert to their normal daily newspaper. It’s not a very loyal reader.
Readership is a more important concept than circulation as it tells advertisers how big the actual audience of a publication is. For example, the average newspaper has 2.7 readers per copy. However due to the nature of the IHT’s readers, despite having high circulation, they have low readership.
IHT is in a unique position of relying on circulation revenue more than advertising. For example, a normal daily relies on circulation revenue as 20% of its total revenue; the IHT counts on it for 50%.
It’s hard to get advertising because a readership of university professors is less desirable than fund managers that might read the WSJ. Advertisers prefer to target key decision makers.
It doesn’t rely on classifieds as a revenue source – a key thing hurting the newspaper industry currently.
Although they place more reliance on circulation revenue, they still get some good advertising opportunities as a lot of readers are politicians and government decision makers.
They get a lot of advertising for fashion
Psychographic data is more important to advertisers than circulation and it shows what type of readership a publication has.

Half the problem has been solved with time spent

July 28, 2007 / elias

On Thursday, I attended the internal launch of the Australian Entertainment & Media Outlook for 2007-2011. It was an hour packed with interesting analysis, trends, and statistics across a dozen industry segments. You can leave a comment on my blog if you are interested in purchasing the report and I’ll see if I can arrange it for you.

One valuable thing briefly mentioned, was the irony of online advertising.
Continue reading

Privacy – just like inflation

June 11, 2007 / elias

Privacy is a massive business issue. I’ve commented on the lack of interest in privacy from entrepreneurs in the web space; I’ve tried to define privacy; and I joined the APML workgroup for this reason

Need to know why I think it matters? Well here are three facts:

1) Targeted advertising is the future of advertising. Why? Because it’s most effective type of advertising.

2) Web services, and arguably the entire attention economy, rely on advertising as a revenue model.

3) There is a natural friction between targeted advertising and privacy. You can’t target without knowing who you are targeting – which implies some type of implicit collection of data.

Google, on the strength of its brand, has been able to manage the privacy issue. But no longer. Privacy International has ranked Google at the worst privacy offended on the internet. As 99% of Google’s revenue relies on advertising, with open acknowledgment that they are trying to find ways of better targeting advertising, we can expect to hear more and more how Google’s evil is in the data they collect and the way they control it.

Economic growth is one of the key concepts to how our world works – it’s what companies and countries for example, constantly aim for. But as we have seen repeatedly, if an economy grows too quickly, problems can appear – inflation, infrastructure issues, and fatigue. Greed has a price. In the context of an economy, inflation is the speed-hump – the faster you drive over it, the bigger the hit.

So would it be too far to extend the metaphor, to say that privacy is the advertising equivalent to inflation? If you are relying on advertising as a revenue model, remember that privacy will matter more and more with an interconnected world.

Patents: more harm than good

April 15, 2007 / elias

When I was in Prague two years ago, I met a bloke from Bristol (UK) that very convincingly explained how patents as a concept, are stupid. Because alcohol was involved, I can’t recall his actual argument, but it has since made me question: do you really need a patent to protect your business idea?

Narendra Rocherolle, an experienced entrepreneur, has written a good little article explaining when you should, and shouldn’t, spend money to protect your IP. Racherolle offers a good analysis, but I am going to extend it by stating that a patent can be dangerous for your business, and not just because of the monetary cost. Radar Networks is my case-study – a stealth-mode “Semantic web” company, that has received a lot of press lately because apparently they are doing something big but they are not going to tell us until later this year.

I’m on the APML workgroup

March 26, 2007 / elias

As Chris announced, I’m now a member of the APML work-group. So the question, is why have I joined it? Because profiling is huge. People are only starting to get to grips with the loss of privacy on the web – I suppose an externality of an electronic world. I remember reading about some guy who posted on a marijuana bulletin board in 2000, and that it still comes up in Google searches. Prospective employers, prospective girlfriends, prospective anything – he now cannot control the information that he was once a pot head. It’s like someone watching you get changed, and you don’t have the option of pulling the curtain. Privacy, is about giving you the choice to use that curtain – whether you’re an exhibitionist or not!

Something a lot of people arn’t aware of, is the amount of data other companies are collecting – and you can’t control it. You reading this blog posting – I can find out what browser you have, what city you are viewing this from, who your Internet service providor is – heck I even know what version of windows you use. And I’m not even trying to profile you – think about Google or DoubleClick that know of every website you visit by placing a cookie on your computer.

Why do people want to collect information about you, known as your “attention data”? Because they can profile you – and when you can profile someone, you can personalise the experience for them…and target their advertising better.

The APML standard does a very simple thing: it allows you to control your “attention”. It’s still early days, and although there are some smart people discussing some deep issues on it, everyone on the work-group is still feeling their way of where this standard is going to go.

If you have thought about targeted advertising – and if you don’t you should – I would watch this standard. Or better still, start discussing it – this is a huge opportunity to set things right, before the Internet dominates our lives.

About