A growing number of web APIs published on the Internet allows mashup developers to
discover appropriate web APIs for polishing mashups. Developers often have to manually …

Adaptive learning, also known as adaptive teaching, relies on learning path
recommendation, which sequentially recommends personalized learning items (eg, lectures …

Pairwise learning strategies are prevalent for optimizing recommendation models on implicit
feedback data, which usually learns user preference by discriminating between positive (ie …

In fashion recommender systems, each product usually consists of multiple semantic
attributes (eg, sleeves, collar, etc). When making cloth decisions, people usually show …

The rapid growth of mobile apps has significantly promoted the use of third-party libraries in
mobile app development. However, mobile app developers are now facing the challenge of …

Human personality plays a crucial role in decision-making and it has paramount importance
when individuals negotiate with each other to reach a common group decision. Such …

Cognitive diagnosis, a fundamental task in education area, aims at providing an approach to
reveal the proficiency level of students on knowledge concepts. Actually, monotonicity is one …

Pairwise preference information, which involves users expressing their preferences by
comparing items, plays a crucial role in decision-making and has recently found application …

The implicit feedback based collaborative filtering (CF) has attracted much attention in
recent years, mainly because users implicitly express their preferences in many real-world …

One-hot encoder accompanied by a softmax loss has become the default configuration to
deal with the multiclass problem, and is also prevalent in deep learning (DL) based …