Define Inductive Logic Programming (ILP).

1 Answer

Answer :

ILP techniques perform KBIL on knowledge that is expressed in first order logic. ILP methods can learn relational knowledge that is not expressible in attribute based systems.

Related questions

Description : Which produces hypotheses that are easy to read for humans? a) ILP b) Artificial intelligence c) Propositional logic d) First-order logic

Last Answer : a) ILP

Description : Which is an appropriate language for describing the relationships? a) First-order logic b) Propositional logic c) ILP d) None of the mentioned

Last Answer : a) First-order logic

Description : Which combines inductive methods with the power of first-order representations? a) Inductive programming b) Logic programming c) Inductive logic programming d) Lisp programming

Last Answer : c) Inductive logic programming

Description : Which is the first AI programming language? a) BASIC b) FORTRAN c) IPL(Inductive logic programming) d) LISP

Last Answer : d) LISP

Description : Which approach is used for refining a very general rule through ILP? a) Top-down approach b) Bottom-up approach c) Both Top-down & Bottom-up approach d) None of the mentioned

Last Answer : a) Top-down approach

Description : How many reasons are available for the popularity of ILP? a) 1 b) 2 c) 3 d) 4

Last Answer : c) 3

Description : Which is mainly used for automated reasoning? a) Backward chaining b) Forward chaining c) Logic programming d) Parallel programming

Last Answer : c) Logic programming

Description : Prolog is A. A programming language based on logic B. A computer where each processor has its own operating system, its own memory, and its own hard disk C. Describes the structure of the contents of a database D. None of these

Last Answer : A. A programming language based on logic

Description : Massively parallel machine is A. A programming language based on logic B. A computer where each processor has its own operating system, its own memory, and its own hard disk C. Describes the structure of the contents of a database. D. None of these

Last Answer : B. A computer where each processor has its own operating system, its own memory, and its own hard disk

Description : PROLOG is an AI programming language which solves problems with a form of symbolic logic known as ______. A. Propositional logic B. Tautology C. Predicate calculus D. Temporal logic

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Description : Define knowledge based Inductive learning.

Last Answer : KBIL algorithm finds inductive hypotheses that explain sets of observations with the help of background knowledge.

Description : Define Inductive Learning.

Last Answer : An algorithm for supervised learning is given as input the correct value of the unknown function for particular inputs and it must try to recover the unknown function.

Description : Define AND –Elimination rule in propositional logic

Last Answer : AND elimination rule states that from a given conjunction it is possible to inference any of the conjuncts. 

Description : Define Modus Ponen’s rule in Propositional logic?

Last Answer : The standard patterns of inference that can be applied to derive chains of conclusions that lead to the desired goal is said to be Modus Ponen’s rule. 

Description : Define Logic

Last Answer : Logic is one which consist of i. A formal system for describing states of affairs, consisting of a) Syntax b)Semantics. ii. Proof Theory – a set of rules for deducing the entailment of a set sentences.

Description : How many literals are available in top-down inductive learning methods? a) 1 b) 2 c) 3 d) 4

Last Answer : c) 3

Description : Computational learning theory analyzes the sample complexity and computational complexity of __________ a) Unsupervised Learning b) Inductive learning c) Forced based learning d) Weak learning

Last Answer : b) Inductive learning

Description : Inductive learning involves finding a __________ a) Consistent Hypothesis b) Inconsistent Hypothesis c) Regular Hypothesis d) Irregular Hypothesis

Last Answer : a) Consistent Hypothesis

Description : A _________ is used to demonstrate, on a purely syntactic basis, that one formula is a logical consequence of another formula. a) Deductive Systems b) Inductive Systems c) Reasoning with Knowledge Based Systems d) Search Based Systems

Last Answer : a) Deductive Systems

Description : Computational learning theory analyzes the sample complexity and computational complexity of a) Unsupervised Learning b) Inductive learning c) Forced based learning d) Weak learning e) Knowledge based learning

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Description : Inductive learning involves finding a a) Consistent Hypothesis b) Inconsistent Hypothesis c) Regular Hypothesis d) Irregular Hypothesis e) Estimated Hypothesis

Last Answer : a) Consistent Hypothesis

Description : Which of the following contains output segments of AI programming? a) Printed language and synthesized b) Manipulation of physical object c) Locomotion d) All of the mentioned

Last Answer : d) All of the mentioned

Description : Which technique is being investigated as an approach to automatic programming? a) generative CAI b) specification by example c) non-hierarchical planning d) all of the mentioned

Last Answer : b) specification by example

Description : Special programs that assist programmers are called ____________ a) heuristic processors b) symbolic programmers c) intelligent programming tools d) program recognizers

Last Answer : c) intelligent programming tools

Description : In AI programming, a list may contain ___________ a) cells b) fields c) pointers d) all of the mentioned

Last Answer : d) all of the mentioned

Description : Seymour Papert of the MIT AI lab created a programming environment for children called ___________ a) BASIC b) LOGO c) MYCIN d) FORTRAN

Last Answer : b) LOGO

Description : Input segments of AI programming contain(s)? a) sound b) smell c) touch d) none of the mentioned

Last Answer : d) none of the mentioned

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Last Answer : d) Perl

Description : What is Artificial intelligence? a) Putting your intelligence into Computer b) Programming with your own intelligence c) Making a Machine intelligent d) Playing a Game

Last Answer : c) Making a Machine intelligent

Description : Programming a robot by physically moving it through the trajectory you want it to follow is called _____________ a) contact sensing control b) continuous-path control c) robot vision control d) pick-and-place control

Last Answer : b) continuous-path control

Description : The symbols used in describing the syntax of a programming language are __________ a) 0 b) {} c) “” d)

Last Answer : d)

Description : Shaping teaching techniques to fit the learning patterns of individual students is the goal of __________ a) decision support b) automatic programming c) intelligent computer-assisted instruction d) expert systems

Last Answer : c) intelligent computer-assisted instruction

Description : Programming a robot by physically moving it through the trajectory you want it to follow be called __________ a) contact sensing control b) continuous-path control c) robot vision control d) pick-and-place control

Last Answer : b) continuous-path control

Description : One method of programming a computer to exhibit human intelligence is called modeling or __________ a) simulation b) cognitization c) duplication d) psychic amelioration

Last Answer : a) simulation

Description : What is Artificial intelligence? a) Putting your intelligence into Computer b) Programming with your own intelligence c) Making a Machine intelligent d) Playing a Game

Last Answer : c) Making a Machine intelligent

Description : Which of the following contains the output segments of Artificial Intelligence programming? a) Printed language and synthesized speech b) Manipulation of physical object c) Locomotion d) All of the mentioned

Last Answer : d) All of the mentioned

Description : A perceptron is a ——————————–. a) Feed-forward neural network b) Back-propagation algorithm c) Back-tracking algorithm d) Feed Forward-backward algorithm e) Optimal algorithm with Dynamic programming

Last Answer : a) Feed-forward neural network

Description : The first AI programming language was called: a. BASIC b. FORTRAN c. IPL d. LISP

Last Answer : c. IPL

Description : What is Artificial intelligence? a. Putting your intelligence into Computer b. Programming with your own intelligence c. Making a Machine intelligent d. Putting more memory into Computer

Last Answer : c. Making a Machine intelligent

Description : Which is not the commonly used programming language for AI? A. PROLOG B. LISP C. Perl D. Java script

Last Answer : C. Perl 

Description : The first AI programming language was called: A. BASIC B. FORTRAN C. IPL D. LISP

Last Answer : C. IPL 

Description : What is Artificial intelligence? A. Putting your intelligence into Computer B. Programming with your own intelligence C. Making a Machine intelligent D. Putting more memory into Computer

Last Answer : C. Making a Machine intelligent

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Last Answer : b) Fuzzy logic

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Last Answer : b) Word Sense Disambiguation

Description : What is Morphological Segmentation? a) Does Discourse Analysis b) Separate words into individual morphemes and identify the class of the morphemes c) Is an extension of propositional logic d) None of the mentioned

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Description : How is Fuzzy Logic different from conventional control methods? a) IF and THEN Approach b) FOR Approach c) WHILE Approach d) DO Approach

Last Answer : a) IF and THEN Approach

Description : ____________ are algorithms that learn from their more complex environments (hence eco) to generalize, approximate and simplify solution logic. a) Fuzzy Relational DB b) Ecorithms c) Fuzzy Set d) None of the mentioned

Last Answer : c) Fuzzy Set

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Last Answer : d) All of the mentioned