VLOG - Search & Tag Clouds

This is my first video log. I will try to address topics more openly and frequently this way.

In this log, I speak about Search and Tag Clouds:

  • Difference between Search and Tag Clouds
  • Similarity between Search Clouds and Search Autocomplete Suggestions
  • Potential to extend their usage for navigation
  • Challenge to mix search and tags Clouds together (usage versus document frequency)

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Tag clouds - what is at stake?

In echo to the ever-increasing popularity of the tag-clouds, the emerging domain of auto-tagging aims to be the solution to populate these attractive visual components without requiring to tag each page individually. While many approaches try to solve this challenge, most of them do not address the real underlying technical challenges. But in order to evaluate how tag-clouds can deliver their full potential, we have to analyze what is at stake for the end-users and understand why tag-cloud could make a real difference in the way to access information.

In this new domain where art can meet with technology, visualization with data mining and repetitive manual efforts with automation, I felt it was interesting to inspect the different components and their roles; and to figure out what is new and what is old, what is solved and what is not, what is possible and what is pure fantasy…

wordle_tag_cloud

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10 typical Search & Navigation Dead-Ends

One of the key challenges in providing a positive customer experience online is to avoid the so-called “dead-ends”, defined as “the unsuccessful attempts to find a product or information” by Jacques Nantel, the well-known Professor of the Department of Marketing of HEC Montréal:

deadend21 When shopping for a product or searching for information on a website, it may take several attempts for consumers to find what they are looking for. It is suggested that these unsuccessful attempts to find a product or information, i.e., dead-ends, influence consumers’ perception and evaluation of the website usability. Results of this study, conducted with 204 consumers over two different sites, suggest that there is a negative relationship between the number of dead-ends experienced by consumers while shopping online and the perception of the website usability.  In addition, contrary to popular belief, a positive relationship was found between the number of pages visited by consumers and their evaluation of the website usability. [...]

The influence of Dead-Ends on perceived website usability

The approach described in the above reference relies on supervised test with over 200 users and is a statistical approach to identify and quantify the dead-ends in a collection of selected web-sites.

I will discuss here some simple methods which can be used to illustrate some Search & Navigation Dead-Ends without any guarantee that they correspond to frequent dead-ends, nor that they represent the majority of the cases, but which do not require any statistical data to identify. The points here-under should therefore be only considered as a checklist to exemplify typical search & navigation dead-ends to open the discussion with a new party on a concrete basis. Advanced statistical tests - like “Clickstream” described in the research above - are highly recommended to validate the significance of the cases of these methods.

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Causes of Frustration in the Search & Navigation Experience

On the web, regardless of the reason why we can’t find what we are looking for, our emotion is pretty much the same: we get frustrated, more and more rapidly over time.

As a result, two potential reaction are usually adopted:

  • I prefer not receiving these services anymore until there is something better out there
  • I will use it for now, but I will definitely quit as soon as there is something better out there

The type of reaction is usually more linked to the need we have for the service than our level of frustration (i.e.: we can be extremely frustrated, but continue to force ourselves to continue if we really need to find the information, while a slightly disengaging experience turns us off quickly if the service is not critical for us).

In this post, I try to identify the sources of these frustrating experiences when related to search & navigation and discuss the ways they can be solved.

bad_ecommerce_experience

As we can see in this diagram, a negative experience can be worse than no experience at all!

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