Infrastruktur für ein Data Mining Design Framework

Reasoning Through Models

“…The model-being is based on three viewpoints that determine the model utility as a mediator (see Figure 1): (1) the model-being as a 'model of' 11 (2) the ends for the model-being as a 'model for' 12 (3) the model-being based on the mediator function of the instrument 13 . Mediation includes transfer of main properties of origins that are essential in the given scenario to the result by means of the model, i.e.…”

“…It balances resources between the data-level actions and the reasoning actions. A typical case is design of activities in data mining or analysis [11] where agents are preparation agents, exploration agents, descriptive agents, and predictive agents. Meta-models for a model suite contain decisions points that require macro-model control according to performance and resource considerations.…”

Mining HCI Data for Theory of Mind Induction

“…In the thesis [30,31] is taken as a basis for a systematic framework of data mining design in which the model concept resides in the center. An outer frame, so to speak, consists of the application domain, the methods of model construction, and the methods of model use.…”

“…An outer frame, so to speak, consists of the application domain, the methods of model construction, and the methods of model use. Every concrete model depends (a) on the context of modeling, (b) on communities of practice, (c) on the purpose of modeling, and, possibly, (d) on models generated earlier (see [31], p. 37). This covers Fayyad's KDD process [32] and the CRISP data mining model [33].…”