Semantics and Natural Language Processing (NLP)
By John Alexander
John Alexander Interviews Michael Marshall on the subject of
Semantics for Search and Natural Language Processing (NLP).
For this article, I approached Michael Marshall, our Search Engine Academy Associate for North Carolina and asked him if we could explore the topic of semantics and Natural Language Processing.
John Alexander Interviews Michael
Semantics for Search and the topic of NLP.
Good morning Michael, thank you for sharing this information today with us. First, a little background on
your experience in the SEO industry before we begin. Could you please briefly outline your background and qualifications for our readers?
I have been in IT for over 20 years and in Internet Marketing since 2002. I have degrees in Philosophy and Linguistics and background as a developer in Artificial Intelligence. I have also been a consultant to the U.S. Patent Office, teaching courses in Search Engine Technology. I have consulted for small, mid-size, and large companies including Fortune 500 companies and Internet Retailer 500 companies.
For the sake of this interview, I'd like get you to share a little on the topics of semantics as it applies to search. Would you care to make 2 or 3 points that our readers may not be aware of concerning Natural Language
1. NLP is predominately a page-specific influence and, therefore, does not require webmasters to focus the content of their entire
Web sites on 1 or 2 topics.
2. NLP looks at the context of a page, not just the target keyphrase in your copy and so cannot be tricked by techniques like keyword stuffing, repeating the main phrase over and over again.
3. NLP has a competitive component. It is not just how well you might use thematically related terms, but also how well your content is written as compared to that of your competitors.
Thanks Michael. I know you speak at many different events besides your own hands-on
Engine Academy classes in North Carolina and you have been very helpful to all our Search Engine Academy associates
around the world in developing many of the advanced SEO lessons.
Thinking back over all the classes that we have taught
together, what might you say the single biggest surprise is to those just trying to grasp NLP and how influential it is?
The biggest surprise tends to be learning
how to writing content in a way that takes into account the influence of NLP also helps address an important aspect of the challenge posed by the personalization of search results; so that high visibility for various segments of your target audience can still be maintained even after personalization shuffles the search results.
We all hear terms which are used or sometimes confused or sound confusing because sometimes no one has really thrown much light on these areas. Talk to us a little bit about how some of the search engines appear "to think." We all know they do not have human intelligence. So give us a factor or 2 that gives the search engine the appearance that it can
think or return intelligent results.
One way a search engine appears to think is in its implementation of contextual advertising. Based on the content of the page you are viewing, it serves up ads that are thematically related to the page. The relevance matching, when it works well, often looks like human understanding of the content, whether it is based on complex keyword matching or more sophisticated systems that use a language-independent proximity pattern matching algorithm to increase matching accuracy. With any of the functionality a search engine has that give the appearance of thinking, it is predominately the technologies it uses for various forms of sophisticated pattern matching and multivariate analysis which make such functionality possible.
Thank you. Is there anything else you care to comment on with respect to artificial intelligence and search engines.
When discussing this topic in the SEO community, usually LSI (Latent Semantic Indexing) is the focus. LSI is only one of many types of NLP, but LSI often gets misunderstood in the SEO community as the only means by which a search engine might use AI to better ascertain the meaning of a document. This, in turn, often leads to viewing arguments against the belief that search engines use certain forms of LSI as some kind of demonstration that no semantic AI at all is at work or has influence on search results, when there are a myriad of other NLP techniques available.
Thank you very much again Michael Marshall for your time today answering these questions and helping readers gain a better understanding of semantics, artificial intelligence and Natural Language Processing.
It's always a pleasure talking to you. Semantics and Natural
Language Processing are only just 2 of the many advanced
topics taught in the local SEO Mastery Workshops conducted in
Search Engine Academy locations across the United States,
Canada, Australia, Singapore, Malaysia, Indonesia, Hong Kong
and the Philippines.
About John Alexander
John Alexander is Director of Training at Search
Engine Academy offering live, SEO Workshops with his
global family of SEO Associate educators. John
taught SEO skills to groups of people from 87 different countries world
wide. With Associates John teaches The Complete SEO Mastery Workshop and 6
Month Mentoring program to business
owners and individuals. John also has spoken as guest speaker
at Search Engine Strategy Seminars as well as Remax
Conferences and Century 21 Conferences and also helps business
owners improve their organic search engine visibility in
Google and other search engines. John has written articles for
publications like Pandia
Magazine, REALTORS.org and Search Engine Guide to name a
About Michael Marshall:
Michael Marshall is CEO of Internet Marketing Analysts, LLC, a provider of SEO consulting services and highly acclaimed SEO competitive intelligence tools. He is also the owner of the Search Engine Academy of North Carolina.
Michael Marshall will be speaking in the UK in London, England
in October 2011 at the European
Academy of Direct and Interactvie Marketing, London
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