782 research outputs found
A yes vote in the Scottish referendum would start a serious debate about independence for Wales
Roger Sculley argues that while independence for Wales does not presently enjoy significant backing, this would change with a Yes vote in the Scottish independence referendum. It would offer a clear example to which advocates of independence could point and would alter the fundamental character of the UK rump that remained
Initial experimental evidence that the ability to choose between items alters attraction to familiar versus novel persons in different ways for men and women
Nonhuman species may respond to novel mates with increased sexual motivation (‘The Coolidge Effect1). In humans, novel technological advances, such as online dating platforms, are thought to result in ‘Choice Overload’2. This may undermine the goal of finding a meaningful relationship3, orienting the user toward novel possible partners versus committing to a partner. Here, we used a paradigm measuring change in attraction to familiar faces (i.e. rated on second viewing4) to investigate Coolidge-like phenomena in humans primed with choice of potential online dating partners. We examined two pre-registered hypotheses (https://osf.io/xs74r/files/). First, whether experimentally priming choice (viewing a slideshow of online dating images) directly reduces the attractiveness of familiar preferred sex faces compared to our control condition. Second, whether the predicted effect is stronger for men than women given the role of the Coolidge effect in male sexual motivation5.<br/
Recommended from our members
Men of the meanest sort :: military leadership and war in the New England colonies, 1690-1775/
Thesis (M.A.
Recommended from our members
\u27We Began the Contest for Liberty Ill Provided\u27: Military Leadership in the Continental Army, 1775-1783
In 1775, a Virginia gentleman-planter was given command of a New England army outside of Boston and the Continental Army was born. Over the course of eight years, a cultural negotiation concerning the use of and limits to military authority was worked out between the officers and soldiers of the Continental Army that we call leadership today. How this army was led, and how the interactions between officers and soldiers from the various states of the new nation changed their understandings of the proper exercise of military authority, was codified in The Regulations for the Order and Discipline of the Troops of the United States. The result was a form of military leadership that recognized the autonomy of the individual soldiers, a changing concept of honor, and a new American tradition of military service
Anitmicrobial Effects of Chemically Modified Essential Oils
Undergraduate
Basi
Fast Matrix Factorization for Online Recommendation with Implicit Feedback
This paper contributes improvements on both the effectiveness and efficiency
of Matrix Factorization (MF) methods for implicit feedback. We highlight two
critical issues of existing works. First, due to the large space of unobserved
feedback, most existing works resort to assign a uniform weight to the missing
data to reduce computational complexity. However, such a uniform assumption is
invalid in real-world settings. Second, most methods are also designed in an
offline setting and fail to keep up with the dynamic nature of online data. We
address the above two issues in learning MF models from implicit feedback. We
first propose to weight the missing data based on item popularity, which is
more effective and flexible than the uniform-weight assumption. However, such a
non-uniform weighting poses efficiency challenge in learning the model. To
address this, we specifically design a new learning algorithm based on the
element-wise Alternating Least Squares (eALS) technique, for efficiently
optimizing a MF model with variably-weighted missing data. We exploit this
efficiency to then seamlessly devise an incremental update strategy that
instantly refreshes a MF model given new feedback. Through comprehensive
experiments on two public datasets in both offline and online protocols, we
show that our eALS method consistently outperforms state-of-the-art implicit MF
methods. Our implementation is available at
https://github.com/hexiangnan/sigir16-eals.Comment: 10 pages, 8 figure
- …