Wilson Wong·Jul 1, 2020Search Quality In PracticeNote: This article was written and originally published in October 2016. I have reviewed and refreshed the content to reflect changes with the tools used in this article in 2020. The source code and data used and mentioned in this article are available from https://github.com/wyswilson/jobsearch-engine Good search is about ensuring…Search Quality28 min readSearch Quality28 min read
Wilson Wong·Jun 2, 2020Precise Retrieval For Tuning RankingA previous post on retrieval, precision and recall discussed the distinction between the three important concepts in search. In another post, we described the two main approaches for retrieval, and saw that, for faceted search, retrieval with high precision is the foundation for a good search experience. In other words…Search Ranking4 min readSearch Ranking4 min read
Wilson Wong·Jun 2, 2020Faceted Search Needs Precise RetrievalWe have spoken about the fact that relevance is subjective. However, this does not mean that lines need not be drawn. In the area of search, there are generally two approaches of bringing results back given a user query. The first one, which partitions the entire collection into relevant versus…Search Relevance8 min readSearch Relevance8 min read
Wilson Wong·Jun 2, 2020Not All Metrics Are Created EqualAnd it is especially true in the case of online search products. In a previous article, we discussed why figuring out and using proper metrics that are aligned with customer outcomes is important. In this article, we explore the traits of metrics which are fit for purpose. …Measurement4 min readMeasurement4 min read
Wilson Wong·Jun 2, 2020Not Everything That Can Be Counted CountsOne of the common mistakes that product development teams make when they test the features of their products is to default to vanity metrics and the approach of tracking everything and hope that something moves in the right direction. …Product Management6 min readProduct Management6 min read
Wilson Wong·Jun 2, 2020Member-only8 Out of 10 (Brown) CatsI visited a cat shelter one day with the intention to adopt a few cats. The shelter had 50 cats; 25 of them were black, 10 were brown and 15 whites. The shelter worker was colour blind but he had some other techniques to distinguish the colour of the cats…Measurement4 min readMeasurement4 min read
Wilson Wong·Jun 2, 2020If You’re Not Keeping Score, You’re Only PractisingSearch is an empirical field of work. What this means is that we make headway in what we do through the analysis of observations, experiences and then acting on the findings. To illustrate this; consider you have just prepared green curry for the first time and you plan to sell…Search Quality3 min readSearch Quality3 min read
Wilson Wong·Jun 1, 2020Relevance, Like Beauty Lies In The Eyes Of The BeholderConsider this: I want to cook green curry for the first time. Hence, I have a need, a need for information to help me prepare the dish. I first get onto a recipe search site and express my need using the keywords “green curry”. The search engine returns about 1,200…Search Relevance5 min readSearch Relevance5 min read
Vli·Dec 1, 2019Member-onlyWhy Search is Still A Problem?Search is an important and fundamental tool in the information age and facilitates information discovery and connection. We all know the story that Google claims $80 billion of economic impact on the US economy in 2012. …Machine Learning6 min readMachine Learning6 min read