Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Cognitive Computing in Data-centric Paradigm   Knowledge is the most precious asset of humankind. People extract the
experience from the data that provide for us the reality through the feelings.
Generally speaking, it is possible to see the analogy of knowledge elaboration
between humankind's way and the artificial system's way. Digital data are the
"feelings" of an artificial system, and it needs to invent a method of
extraction of knowledge from the Universe of data.
  The cognitive computing paradigm implies that a system should be able to
extract the knowledge from raw data without any human-made algorithm. The first
step of the paradigm is analysis of raw data streams through the discovery of
repeatable patterns of data. The knowledge of relationships among the patterns
provides a way to see the structures and to generalize the concepts with the
goal to synthesize new statements. The cognitive computing paradigm is capable
of mimicking the human's ability to generalize the notions. It is possible to
say that the generalization step provides the basis for discovering the
abstract notions, revealing the abstract relations of patterns and general
rules of structure synthesis.
  If anyone continues the process of structure generalization, then it is
possible to build the multi-level hierarchy of abstract notions. Moreover,
discovering the generalized classes of notions is the first step towards a
paradigm of artificial analytical thinking. The most critical possible
responsibility of cognitive computing could be the classification of data and
recognition of input data stream's states. The synthesis of new statements
creates the foundation for the foreseeing the possible data states and
elaboration of knowledge about new data classes by employing synthesis and
checking the hypothesis.

31
The categories of this paper are: ao-sci
25
The categories of this paper are: patt-sol
33
The categories of this paper are: plasm-ph
7
The categories of this paper are: hep-th
12
The categories of this paper are: nucl-th
21
The categories of this paper are: adap-org
22
The categories of this paper are: chao-dyn
2
The categories of this paper are: math
18
The categories of this paper are: econ
0
The categories of this paper are: hep-ph
17
The categories of this paper are: q-fin
35
The categories of this paper are: mtrl-th
5
The categories of this paper are: gr-qc
15
The categories of this paper are: nucl-ex
26
The categories of this paper are: bayes-an
28
The categories of this paper are: alg-geom