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A New Architecture Of Algorithms: Could Trajectory Make Books ‘Discoverable’ At Last?

Image - iStockphoto: ptk78
Image – iStockphoto: ptk78

‘To Read More Books In A Similar Vein’

As the book publishing industry heads into its first major conference of the year this week — Digital Book World (hash it #DBW15 with us) in New York City — we learn now that we won’t be seeing one late-breaking major development on the program. And that’s not the fault of Mike Shatzkin and Michael Cader, whose fine DBW agenda is, in a word, huge.

This new start-up is just getting started up, but is no less welcome or intriguing.

We’re announcing in The Bookseller on the stands in London and at The FutureBook (The Bookseller’s non-paywall digital community site), that a two-year-old company in Boston called Trajectory has created what it says is a way for readers to discover the books they love — and the books that authors, agents, and publishers want them to read.

If you’re in publishing, you’re now sitting up. A bona fide, actionable answer to the dilemma termed “discoverability” for books could be industry-changing.

Is Trajectory it?

Keywords used in sentiment analysis — part of the “natural language processing” (NLP) system that Boston’s Trajectory is bringing to the challenge of book “discoverability” in a glutted market. Trajectory.com

There’s about a weeklong crash course in luminous, sexy technical power of the tf-idf/cosine-similarity kind behind all this. At its outer reaches, this could get very Minority Report. (Did that billboard just ask you if you’re ready for your next book, Mr. Anderton?)

Instead, hang onto your eyeballs and let me cruise the concept for you in a few easy, non-technical steps. Then I’ll fill you in on some of the details.

(1) What IS ‘Discoverability’ In Books, Anyway?

In her “Back to Basics” blog post of  January 3, the author and determined entrepreneur Joanna Penn wrote this, emphasis mine:

That’s my aim. Grow a list of readers who love the books I love and want to read more books in a similar vein

That is a very pure statement of “discoverability,” as the industry uses the term today. Pure Penn, too, sleeves rolled up. She may love Trajectory.

Joanna (“J.F.”) Penn

Two key points here:

Do you enjoy a good French Revolutionary battle scene? Who doesn’t? So as a reader, what you would like to know is that this, this, and this book has a barricade’s basket of French Revolutionary battle scenes to offer. Find that out, and suddenly, those three books have risen above the fray, right? Mais oui. You’re interested.

That’s what we need “discoverability” to do.

Read More


There’s more: Read the full story at Thought Catalog

By Porter Ander­son


Writing on the Ether: A New Architecture of Algorithms: Could Trajectory Make Books ‘Discoverable’ At Last? 

Originally published by Thought Catalog at www.ThoughtCatalog.com

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