Archive for the ‘recommendations’ Category

Wednesday, February 4th, 2015

Better recommendations: Display

Over the next week or so we’ll be talking a lot about recommendations on LibraryThing and LibraryThing for Libraries. We’ve been doing a lot of work on this part of the site, and will be rolling out a number of improvements.

Today we’re debuting a new system for showing recommendations on works.

Check it out:

  1. Recommendations page for The Fault in Our Stars
  2. Recommendations page for Archaeology and Language
  3. Work page for Code Name Verity

And come talk about it on Talk.

Details. The first change is to the “brief” display on work pages. We have a new way of showing a “shelf,” with both cover and title. We think this is more appealing—to more users—than the previous text-only system.

Screenshot 2015-02-04 13.51.09

You can expand to “see more,” to get two more rows, then “see all” to get ten or more. The deeper you go the less confident we are that the recommendation is a good one. But our recommendations are often quite good deep.

If it’s not more appealing to you, you can see the recommendations as text, with series “tucked under.”

Screenshot 2015-02-04 13.51.48

If you want to keep it that way, click the “edit” pencil. To keep the number of icons down, you’ll only get this if you click to change views. (Not everyone will like this. I do.)

Screenshot 2015-02-04 13.54.27

Besides “covers” and “text” you can also choose to vote on recommendations, as before.

Screenshot 2015-02-04 13.55.46

The new way of seeing recommendations has transformed the “All recommendations” subpage. (Here’s the ugly, list-y thing it looked like before.) To the various recommendation types we’ve added “More by this author,” which sorts the authors books by their algorithmic similarity to the book in quesiton, and “‘Old’ Combined Recommendations” for members seeking to compare the old algorithms with the new.

As before, this page shows all the different elements that make up LibraryThing’s “main” (or “combined”) recommendations.

Screenshot 2015-02-04 13.58.44

And come talk about it on Talk.

A note on authors and repetition. Algorithmic recommendations are something between a science and an art. There’s a lot of math involved, some of it very complex indeed. But the mathematically “right” answer isn’t much good if it’s boring. So, mathematically, one James Patterson book is statistically most similar to two dozen other James Patterson books before and other author can contribute a book. But who wants to see row after row of that?

Turning math into something stimulating and diverse, yet credible, is complex process. In this case, the same-author problem is addressed not in the initial data, but “at display,” by limiting how many times an author may appear on a given line. You can see this, for example, in the recommendations for The Fault in Our Stars, which restrains John Green from taking over, or Horns, which restrains Joe Hill, but also Steven King, Justin Cronin and others.

Because of differences in screen size, members will now sometimes be presented with slightly different recommendations lists, as books get pushed between rows. We think the drawbacks there are outweighed by the visual benefits of not overloading members wih repetitive recommendations.

Labels: design, new feature, new features, recommendations, Uncategorized

Wednesday, December 17th, 2014

Top Five Books of 2014

It’s become a LibraryThing tradition: as the year draws to a close, LT staff members list of their top five reads (you can see 2013’s list here)—this is our fourth year running!

We also want all members to get in on the fun, so we compiled a list that all of LibraryThing can add to. We’d like to see not just the most read books of 2014, but the best of the best. What were your five favorite reads of 2014? Note: books on this list weren’t necessarily released in 2014. These are just the best we’ve read this year, regardless of publication date.

» List: Top Five Books of 2014 — Add your own.


Without further ado, here’s the wordier breakdown of the staff’s favorites, including some honorable (and dishonorable) mentions:

Abby

The Quick by Lauren Owen

Tell the Wolves I’m Home by Carol Rifka Brunt

Outlander by Diana Gabaldon

Astonish Me by Maggie Shipstead

The Paying Guests by Sarah Waters

Abby’s honorable mentions:


Loranne

Ancillary Justice by Ann Leckie
This space opera won lots of awards in the last year, and with good reason. It’s not only good sci-fi, but it poses interesting questions about AI, the self, and identity. Well worth a read.

Saga, Vol. 1 by Brian K. Vaughan
A sci-fi/fantasy mish-mosh that revolves around an interplanetary civil war, this one finally convinced me to start reading comics regularly.

Hard-Boiled Wonderland and the End of the World by Haruki Murakami
I first picked this up a couple years ago, but couldn’t get into it until this year. It’s a bit slow to start, and is as obtuse as any Murakami novel, but I really enjoyed it. If the intersection of “melancholy” and “bizarre” sounds appealing, you should check it out.

Texts from Jane Eyre by Mallory Ortberg
Imagined text conversations between characters and authors of the classics. I still find myself quoting Ortberg’s version of Achilles sometimes.

Yes Please by Amy Poehler
It was an interesting look into the mind of a woman whose career I greatly admire, and that made it worthwhile for me. I laughed, I cried.

Loranne’s dishonorable mentions:

  • The Shambling Guide to New York City by Mur Lafferty: This skewed a little more YA than my tastes typically lean, so perhaps I should have known better. But, I picked it up for book club and was just kind of disappointed. It left a bad taste in my mouth.
  • The Dog Stars by Peter Heller: Another selection for book club. If I have to read one more book by a male author in which the curves of an inanimate object are likened to those of a woman’s body (either specific or general), I will light something on fire. Aside from that, it wasn’t a bad book, per se, just very much not my thing.

Kirsten

The Paying Guests by Sarah Waters

Where’d You Go Bernadette by Maria Semple

Code Name Verity by Elizabeth Wein

The Night Circus by Erin Morgenstern

The Storied Life of A.J. Fikry by Gabrielle Zevin


Tim

The books that really stand out, however, read to or with my eight year-old son, Liam. Reading is always a big part of our life, but it was especially so during the two periods when my wife was away at a writing colony. We had a lot of lengthy drives listening to audiobooks, and sometimes even listened to audiobooks during dinner. We’re running out of stuff to read!

Treasure Island by Robert Louis Stevenson
Read it with my son. I had never read it before. It’s a ripping yarn, and it’s main character, Long John Silver, remains a cultural touchstone.

Pollyanna by Eleanor H. Porter
Audiobooked with my son. It’s a classic that appears to have slipped off the classics shelf. That’s too bad. Despite having virtually no action, my son adored it.

Tunnel in the Sky by Robert A. Heinlein
Audiobooked with my son. I have a soft spot for this imperfect juvenile, and we were on a Robinsonade kick. The “let down” (with strong messages about adolescence) were his first exposure to such an ending—and not well received. Tor.com has a good post about it, “Beware of stobor!”.

A Wizard of Earthsea by Ursula K. Le Guin
Hadn’t read it since I was a teenager. It’s better than I remember.

The Martian by Andy Weir
Hugely enjoyable account of an astronaut stranded on Mars. (I’ve audiobooked it three times.) I interviewed the author for our newsletter.

Tim’s dishonorable mentions:

  • The Time Warp Trio series by Jon Scieszka: Not three but sixteen books about three travelleing friends. They’re fine—many steps up from that execrable Magic Tree House series—and I’m glad my son got what amounts to a tour of history. But I hope to never read another sentence by Jon Scieszka.
  • The Engines of God by Jack McDevitt: Why do I bother reading science fiction?
  • The Kraken Wakes by John Wyndham*: See above. Boringly sexist too.
  • The Brothers Karamazov by Fyodor Dostoevsky: It’s pure gold, and doing it by audiobook left me swimming in Dostoyevsky-prose for weeks. But I left off reading in the middle and have to start again; I can’t read something unless I’m fully “up” on it—unless I feel like I’m holding the whole thing in my mind. Maybe next year…

*Perhaps a better question is “Why do I bother reading John Wyndham?” considering The Midwich Cuckoos made Tim’s “dishonorable mentions” last year…


Kate

The Secret Place by Tana French
Tana French is always worth the wait. This book did not disappoint.

The Silkworm by Robert Galbraith
More Cormoran Strike, please. Vying with French’s Dublin Murder Squad as my favorite series.

We Were Liars by E. Lockhart
I love an unreliable narrator and already regret giving my copy of this book away.

Not That Kind of Girl by Lena Dunham
Biggest surprise of the year for me, especially considering how much I was looking forward to Amy Poehler’s debut, which I’m finally brave enough to say I straight-up hated.

The Quick by Lauren Owen
Thanks to Abby Blachly for the recommendation.


Chris H.

The Last Lion, Vol. 1: Winston Churchill, Visions of Glory by William Manchester

Project Azorian: The CIA and the Raising of K-129 by Norman Polmar

The Bully Pulpit: Theodore Roosevelt, William Howard Taft, and the Golden Age of Journalism by Doris Kearns Goodwin

How Not to Be Wrong: The Power of Mathematical Thinking by Jordan Ellenberg

Ancillary Justice by Ann Leckie


KJ

We Are Not Ourselves by Matthew Thomas
This is both really long and really sad. I loved it, but it’s hard to recommend to people.

Station Eleven by Emily St. John Mandel
NOT over-hyped. In a sea of post-apocalyptic throwaway books, this literary novel brought art back to humanity, even after the “end of the world.”

The Lobster Kings by Alexi Zentner
As a Mainer who loves Shakespeare, I was the perfect audience for this take on King Lear. I shoved it on anyone in my tiny fishing town who would stand still long enough.

Cinnamon and Gunpowder by Eli Brown
Everyone loves lady pirates, blowing up the unethical opium trade, and lavish descriptions of food preparation. Everyone.

The Lunatic, the Lover, and the Poet by Myrlin A. Hermes
Always here for queering Shakespeare texts.

KJ’s honorable mentions:


Mike

Faithful Place by Tana French

Words of Radiance by Brandon Sanderson

While You’re Here, Doc by Bradford B. Brown

The Birth Partner by Penny Simkin

Organic Chemistry I As a Second Language by David R. Klein


Seth

What If? Serious Scientific Answers to Absurd Hypothetical Questions by Randall Munroe

The Way of Kings by Brandon Sanderson

The Slow Regard of Silent Things by Patrick Rothfuss

The Walking Dead: Compendium One by Robert Kirkman

The Life of Corgnelius and Stumphrey by Susie Brooks


Chris C.

Chaos: Making a New Science by James Gleick

Doing Data Science by Rachel Schutt

Statistical Inference for Everyone by Brian S. Blais

Machine Learning with R by Brett Lantz

Unity 4.x Game Development by Example by Ryan Henson Creighton


Kristi

No Death, No Fear by Thich Nhat Hanh
Thich Nhat Hanh is such a great writer for those who practice the philosophies of Buddhism. His writing is simple, reflective, and he repeats a lot of the same lessons over so you can internalize those lessons much easier.

Reading the Forested Landscape: A Natural History of New England by Tom Wessels
This one was a re-read; the illustrations are beautiful! You’ll never look at a New England landscape the same again after reading this book.

Edible Perennial Gardening: Growing Successful Polycultures in Small Spaces by Anni Kelsey
I read this book after buying my first home and taking a permaculture course online. This is a great guide for designing your perennial/permaculture garden! I can’t wait to build my garden at home!

The Elements of Style (Illustrated) by William Strunk
I was recommended this book from a colleague when I asked for good books to improve my writing skills! A great book for the foundations of the English language and writing.

The pH Miracle: Balance Your Diet, Reclaim Your Health by Robert O. Young
I have continued to read this book over the last year or two, as a way to improve my health and reduce/eliminate my digestive issues. Following the pH diet principles has saved my health!


Ammar

JavaScript: The Good Parts by Douglas Crockford

Code Complete by Steve McConnell

Practical Vim: Edit Text at the Speed of Thought by Drew Neil

Rework by Jason Fried

The Pragmatic Programmer by Andrew Hunt

More?

Tell us about your favorites for 2014 on Talk, or add your own Top Five to our list!

Labels: holiday, lists, reading, recommendations, top five

Monday, July 28th, 2014

Summer Reads 2014

Whether lounging on the beach, sipping icy beverages poolside, or retreating into the blissfully air-conditioned depths of the indoors, there’s something truly excellent about reading in the summertime. You have to do something with the extended daylight, anyway, right? I asked the rest of the LT staff to help me compile a list of our favorite summer reads for 2014. Check them out!

» List: Summer Reads 2014—Add your own here!


Tim

  1. The Martian by Andy Weir
  2. Chocky by John Wyndham
  3. Kindred by Octavia E. Butler
  4. My wife’s novel (drafts)
  5. Terrible science fiction. Why is so much of it so bad?

Abby

  1. The Book of Life by Deborah Harkness
  2. The Quick by Lauren Owen
  3. The Lost Sisterhood by Anne Fortier

Kate

  1. We Were Liars by E. Lockhart
  2. I Am Pilgrim by Terry Hayes
  3. Texts from Jane Eyre by Mallory Ortberg

Mike

  1. Words of Radiance by Brandon Sanderson
  2. Dangerous Women by George R. R. Martin
  3. Wild Mammals of New England by Alfred J. Godin

Chris C.

  1. A Room with a View by E. M. Forster
  2. Machine Learning with R by Brett Lantz
  3. Head First Statistics by Dawn Griffiths

KJ

  1. Cinnamon and Gunpowder by Eli Brown
  2. The United States vs Pvt. Chelsea Manning by Clark Stoeckly
  3. The Odyssey by Homer

Loranne

  1. Ancillary Justice by Ann Leckie
  2. Soon I Will Be Invincible by Austin Grossman
  3. Robogenesis by Daniel H. Wilson

Jon

  1. Lucky Jim by Kingsley Amis
  2. The Autobiography of Mark Twain, Vol. 2 by Mark Twain
  3. Transit by Anna Seghers

Kirsten

  1. The Storied Life of A.J. Fikry by Gabrielle Zevin
  2. Mr. Penumbra’s 24-Hour Bookstore by Robin Sloan
  3. Where’d You Go, Bernadette by Maria Semple

Matt

  1. The Lion by Nelson Demille
  2. Transfer of Power by Vince Flynn
  3. 11/22/63 by Stephen King

Eddy

  1. Scorpia Rising by Anthony Horowitz
  2. To Kill a Mockingbird by Harper Lee
  3. Things Fall Apart by Chinua Achebe

More?

What are your favorite summer reads? Add yours to our list, and join us on Talk!

Labels: lists, reading, recommendations

Friday, June 27th, 2014

Sneak peek: new and expanded recommendations!

New and expanded recommendations will be coming soon to LibraryThing for Libraries!

We’re demoing this now at ALA (Tim and KJ are set up at booth 1247, stop by), but here’s a sneak peek, showing how similar books can be expanded and broken down to see different types of recommendations, like more by the same author, recommendations by readers, books in a similar genre, recommendations by tag, similar authors, and more.

NewRecsFullpage

MoreSimilarsLB

This is an improvement to our existing similar items recommendations, and will be available for no additional cost to all libraries using similar items (part of the Catalog Enhancement package)! Stay tuned for an official release soon.

Labels: librarything for libraries, LTFL, recommendations, similar books

Thursday, June 19th, 2014

Rate Recommendations

I’ve added a new feature for members to help improve the quality of LibraryThing’s automatic recommendations. It mirrors something we did for author recommendations. This time it’s for works, addressing those times when you see a bum recommendation, or spot a book that’s too low on the list.

You can find the new “Rate Recommendations” feature in the “LibraryThing Recommendations” section of work pages. Click on “Rate Recommendations” and you get the expanded “rating” view.

Screen Shot 2014-06-18 at 11.04.23 PM

Rating is divided into ten boxes.(1) All things being equal, giving something six or more sends the recommendation up, and giving something five or less sends it down. We’re going to see how it develops before finalizing the algorithm, which will remain intentionally obscure.(2)

In addition to appearing on work pages, I’ve also made a page for members to rapidly peruse their works’ recommendations, and chime in on them, without going work page by work page. It keeps track of how many works’ recommendations you rated, among other statistics.

You can find your page here: https://www.librarything.com/profile_raterecommendations.php

Screen Shot 2014-06-18 at 11.08.59 PM

Here’s the Talk post about it. Come tell us what you think!


(1) It’s the same system as five stars, with half stars. Indeed, that was the original system for the author recommendation rating. But we decided it was too much like rating the book.
(2) At present, we’ve giving it a lot of power. This will probably be reduced. Either way, there’ll be factors other than the mere presence of a rating at work.

Labels: new feature, new features, recommendations