Details

Autor(en) / Beteiligte

• Dietterich, Thomas G.
• Domingos, Pedro
• Getoor, Lise
• Muggleton, Stephen
• Tadepalli, Prasad

Titel

Structured machine learning: the next ten years

Ist Teil von

• Machine learning, 2008-10, Vol.73 (1), p.3-23

Ort / Verlag

Boston: Springer US

Erscheinungsjahr

2008

Link zum Volltext

Quelle

Alma/SFX Local Collection

Beschreibungen/Notizen

• The field of inductive logic programming (ILP) has made steady progress, since the first ILP workshop in 1991, based on a balance of developments in theory, implementations and applications. More recently there has been an increased emphasis on Probabilistic ILP and the related fields of Statistical Relational Learning (SRL) and Structured Prediction. The goal of the current paper is to consider these emerging trends and chart out the strategic directions and open problems for the broader area of structured machine learning for the next 10 years.