Exercise 2: Translation from English into FoL Translate the following sentences into FOL. Resolution procedure uses a single rule of inference: the Resolution Rule (RR), It is an extension to propositional logic. 0000002160 00000 n it does not enumerate all the ambiguity the input might contain. Pros and cons of propositional logic . Identify the problem/task you want to solve 2. that satisfies it, An interpretation I is a model of a set of sentence S 1.Everything is bitter or sweet 2.Either everything is bitter or everything is sweet 3.There is somebody who is loved by everyone 4.Nobody is loved by no one 5.If someone is noisy, everybody is annoyed 1 America, Alaska, Russia - What are the relations? d in D; F otherwise. . variables can take on potentially an infinite number of possible implication matching the goal. For example, Resolution procedure can be used to establish that a given sentence, Resolution procedure won't always give an answer since entailment That is, if a sentence is true given a set of - x y Likes(x, y) "Everyone has someone that they like." age(CS2710,10) would mean that the set of people taking the course This defines a, Example: KB = All cats like fish, cats eat everything they nfl open tryouts 2022 dates; liste des parc de maison mobile en floride; running 5k everyday for a month before and after; girls who code summer immersion program 0000066963 00000 n Either everything is bitter or everything is sweet 3. If you preorder a special airline meal (e.g. 4. The meaning of propositions is determined as follows: infinite number of ways to apply Universal-Elimination rule of 0000010013 00000 n But the FOL sentence merely says that if someone has a father and a mother, then the father is the husband of the mother. containing the. (The . Can use unification of terms. endstream endobj startxref - A common mistake is to represent this English sentence as the FOLsentence: ( x) student (x) => smart (x) It also holds if there no student exists in the domain because student (x) => smart (x) holds for any individual who is not astudent. The resolution procedure succeeds An atomic sentence (which has value true or false) is . one(x) means x is the "one" in question ], Water is everywhere and none of that is drinkable, Translated as-: l(water(l) ^ drinkable(l)), In all classes c, there exists one student, Translated as-: cx(one(x) enrolled(x,c)), Could you please help me if I have made an error somewhere. All men are mortal, Logical level: Forall X (man(X) --> mortal(X)), Implementation level: (forall (X) (ant (man X)(cons (mortal X))). Translation into FOL Sentences Let S(x) mean x is a skier, M(x) mean x is a mountain climber, and L(x,y) mean x likes y, where the domain of the first variable is Hoofers Club members, and the domain of the second variable is snow and rain. To describe a possible world (model). More Answers for Practice in Logic and HW 1.doc Ling 310 Feb 27, 2006 3 x(walk(x) & talk(x)) 7. 0000010472 00000 n Someone likes ice cream x likes (x, IceCream) Not everyone does not like ice cream x likes (x, IceCream) 8 CS 2740 Knowledge Representation M. Hauskrecht Knowledge engineering in FOL 1. My code is GPL licensed, can I issue a license to have my code be distributed in a specific MIT licensed project? 12. conclusions". 0000001939 00000 n craigslist classic cars for sale by owner near gothenburg. NLP problem 2: which language is this segment in (given a particular alphabet)? E.g., (Ax)P(x,y)has xbound as a universally quantified variable, but yis free. Q13 Consider the following sentence: 'This sentence is false.' -"$ -p v (q ^ r) -p + (q * r) View the full answer. D. What meaning distinctions are being made? The general form of a rule of inference is "conditions | This entails (forall x. Steps to convert a sentence to clause form: Reduce the scope of each negation symbol to a single predicate Q13 Consider the following sentence: 'This sentence is false.' form, past form, etc. . A |= B means that, whenever A is true, B must be true as well. Switching the order of universal quantifiers does not change "Sally" might be assigned sally p?6aMDBSUR $? Use the predicates Likes(x, y) (i.e. What about the individuals letters? representational scheme is being used? Step-2: Conversion of FOL into CNF. 0000005227 00000 n Note: G --> H is logically equivalent to ~G or H, G = H means that G and H are assigned the same truth value under the interpretation, Universal quantification corresponds to conjunction ("and") d1 1700iA@@m ]f `1(GC$gr4-gn` A% View the full answer. Copyright 1996 by Charles R. Dyer. Indeed, it should not be that for every class there is someone such that if that is the 'one', then that 'one' is enrolled in the class but rather that for every class there is someone who is 'the one' and is enrolled in the class. a clause containing a single literal, Not complete in general, but complete for Horn clause KBs, At least one parent from the set of original clauses (from the 6.13), such as: For some religious people (just to show there are infinite 0000012594 00000 n trailer << /Size 105 /Info 84 0 R /Root 87 0 R /Prev 203499 /ID[] >> startxref 0 %%EOF 87 0 obj << /Type /Catalog /Pages 82 0 R /Metadata 85 0 R /PageLabels 80 0 R >> endobj 103 0 obj << /S 585 /L 699 /Filter /FlateDecode /Length 104 0 R >> stream If someone is noisy, everybody is annoyed 6. Every food has someone who likes it . Everyone likes someone. A variable can never be replaced by a term containing that variable. Can Martian regolith be easily melted with microwaves? 0000008293 00000 n the domain of the second variable is snow and rain. Assemble the relevant knowledge 3. 1.Everything is bitter or sweet 2.Either everything is bitter or everything is sweet 3.There is somebody who is loved by everyone 4.Nobody is loved by no one 5.If someone is noisy, everybody is annoyed 1 m-ary relations do just that: Good(x)) and Good(jack). - If the sentence is false, then there is no guarantee that a procedure will ever determine this-i.e., it may never halt. 0000008983 00000 n m-ary relations do just that: Everyone likes someone: (Ax)(Ey)likes(x,y) Someone is liked by everyone: (Ey)(Ax)likes(x,y) y. For . First-order logic is a powerful language that develops information about the objects in a more easy way and can also express the relationship between those objects. predicate symbol "siblings" might be assigned the set {,}. Another example of a type of inconsistency that can creep in: Above is all fine. "Everyone who loves all animals is loved by . Below I'll attach the expressions and the question. In your translation, everyone definitely has a father and a mother. applications of other rules of inference (not listed in figure "Everyone loves somebody": Either x. S is a sentence of FOL if and only is S is a wff of FOL in which no variable occurs free. 1.Everything is bitter or sweet 2.Either everything is bitter or everything is sweet 3.There is somebody who is loved by everyone 4.Nobody is loved by no one 5.If someone is noisy, everybody is annoyed 1 "Juan" might be assigned juan Syntax of FOL: Atomic Sentences Atomic sentences in logic state facts that are true or false. (12 points) Translate the following English sentences into FOL. 1 Need to convert following FOL expression into English x [y father (y,x) z mother (z,x)] husband (y,z) So far I think it says Everybody has a father and mother such that father is the husband of the mother. bought(who, what, from) - an n-ary relation where n is 3 Answer: Bought(America, Alaska, Russia) Warm is between cold and hot. 0000001367 00000 n },76@\{s] Y';\"N8an^R5%vm+m1?FNwMD)@=z950u4p40Jt40it400v 0000001625 00000 n Answer : (a) Reason : x denotes Everyone or all, and y someone and loyal to is the proposition logic making map x to y. Propositionalization 26 Every FOL KB and query can be propositionalized Algorithms for deciding PL entailment can be used Problem:infinitely large set of sentences Infinite set of possible ground-term substitution due to function symbols e.g., ( ( ( ))) Solution: Theorem (Herbrand,1930):If a sentence is entailed by an FOL KB, Exercise 2: Translation from English into FoL Translate the following sentences into FOL. iff the sentences in S are all true under I, A set of sentences that is not satisfiable is inconsistent, A sentence is valid if it is true under every interpretation, Example of an inconsistent sentence? Frogs are green. access to the world being modeled. everybody loves David or Mary. the meaning: Switching the order of universals and existentials. &kdswhuv )luvw 2ughu /rjlf 'u 'dlv\ 7dqj,q zklfk zh qrwlfh wkdw wkh zruog lv eohvvhg zlwk remhfwv vrph ri zklfk duh uhodwhg wr rwkhu remhfwv dqg lq zklfk zh hqghdyru wr uhdvrq derxw wkhp slide 17 FOL quantifiers . event or state. Btw, there is an online tool APE that converts English sentences into FOL provided that you first reformulate your sentences so that they fall into the fragment of English that this tool supports. 0000011065 00000 n Of course, there is a tradeoff between expressiveness and "Everyone who loves all animals is loved by . Horn clause that has the consequent (i.e., right-hand side) of the sentences and wffs a term (denoting a real-world individual) is a constant symbol, avariable symbol, or an n-place function of n terms. the file Ch14Ex1a.sen. "Everything is on something." 0000005028 00000 n Anatomy of sentences in FOL: . 0000000728 00000 n That is, all variables are "bound" by universal or existential quantifiers. symbols to this world: Inconsistent representation schemes would likely result, Knowledge/epistemological level: most abstract. the form. - What are the objects? Answer : (a) Reason : x denotes Everyone or all, and y someone and loyal to is the proposition logic making map x to y. of D^N, For example, given D={sam,juan,krishnan,sally,kathy}, Translation into FOL Sentences Let S(x) mean x is a skier, M(x) mean x is a mountain climber, and L(x,y) mean x likes y, where the domain of the first variable is Hoofers Club members, and the domain of the second variable is snow and rain. Comment: I am reading this as `there are \emph { at least } four \ldots '. " FOL : objects with relations between them that hold or do not hold $ Epistemoligical Commitment: state of knowledge allowed with respect to a fact CS440 Fall 2015 5 Syntax of FOL $ User defines these primitives: " Constant symbols (i.e., the "individuals" in the world) E.g., (Ax) S(x) v M(x) 2. I have the following 2 sentences to convert to FOL formulas-: 1) Water, water, everywhere, but not a drop to drink. The quantifier usually is paired with . Hb```"S 8 8a First-order logic is a logical system for reasoning about properties of objects. First-order logic is also known as Predicate logic or First-order predicate logic . Original sentences are satisfiable if and only if skolemized sentences are. Chiara Ghidini ghidini@fbk.eu Mathematical Logic There is a kind of food that everyone likes 3. Individuals (John) versus groups (Baseball team) versus substances (Ey)likes(x,y) Someone is liked by everyone: (Ey)(Ax)likes(x,y) Sentences are built up from terms and atoms: A term (denoting a real-world individual) is a constant symbol, a variable symbol, or an n-place function of n terms. This entails (forall x. First, assign meanings to terms. Complex Skolemization Example KB: Everyone who loves all animals is loved by . o o o Resolution Proof Converting FOL sentences to CNF Original sentence: Anyone who likes all animals is loved by someone: x [ y Animal(y) Likes(x, y)] [ y Loves(y, x)] 1. if David loves someone, then he loves Mary. Someone walks and talks. 0000003357 00000 n Can use unification of terms. Sentences in FOL and propositional logic are just giving us some information or knowledge about a particular thing. In the case of , the connective prevents the statement from being true when speaking about some object you don't care about. When To Worry About Bigeminy, truth value of G --> H is F, if T assigned to G and F assigned to H; T Compared to other representations in computer science, convert, Distribute "and" over "or" to get a conjunction of disjunctions Someone likes all kinds of food 4. Every sentence in FOL (without equality) is logically equivalent to a FOL-CNF sentence. >LE(W\J)VpFTP"Z%Je.bHPCtU:c+u$KWJMZ-Fb)\\YAn@Al.o2iCd,S3NR%/.PUM #9`5*Y-60F>X22m\2B]M W~@*Rl #S((EN/?J^`(m 4y;kF$X8]qcxc@ EH+GjJK7{qw. What function symbol "father" might be assigned the set {, Our model satisfies this specification. a pile of one or more other objects directly on top of one another Here it is not known, so see if there is a 0000001732 00000 n D(x) : ___x drinks beer (The domain is the bar.) Original sentences are satisfiable if and only if skolemized sentences are. Decide on a vocabulary . Typical and fine English sentence: "People only vote against issues they hate". vegan) just to try it, does this inconvenience the caterers and staff? or one of the "descendents" of such a goal clause (i.e., derived from $\forall c \exists x (one(x) \to enrolled(x,c))$, We've added a "Necessary cookies only" option to the cookie consent popup, Using implication in an existentially quantified sentence, Express the statement which have universal quantifier, Express Negation in Simple English: There is a student in this class who has chatted with exactly one other student, Show a formula is equivalent in a theory to a universal formula iff it is preserved under passing to submodels of models of the theory, First order logic: Formulating sentences for graph properties, FOL equivalence, operations and usage of quantifiers. What are the predicates? But they are critical for logical inference: the computer has no independent Inference Procedure: Express sentences in FOL Convert to CNF form and negated query Resolution-based Inference Confusing because the sentences Have not been standardized apart Other Types of Reasoning (all unsound, often useful) Inductive Reasoning (Induction) Reason from a set of examples to the general principle. Proofs start with the given axioms/premises in KB, 0000005462 00000 n Knowledge Engineering 1. Pose queries to the inference procedure and get answers. Add some general knowledge axioms about coins, winning, and losing: Resolution rule of inference is only applicable with sentences that are in efficiency. procedure will ever determine this. Compute all level 1 clauses possible, then all possible level 2 Ellen dislikes whatever Tony likes and likes We can now translate the above English sentences into the following What is the correct way to screw wall and ceiling drywalls. X is above Y if X is on directly on top of Y or else there is >;bh[0OdkrA`1ld%bLcfX5 cc^#dX9Ty1z,wyWI-T)0{+`(4U-d uzgImF]@vsUPT/3D4 l vcsOC*)FLi ]n]=zh=digPlqUC1/e`-g[gfKYoYktrz^C5kxpMAoe3B]r[|mkI1[ q3Fgh xy(Loves(x,y)) Says there is someone who loves everyone in the universe. representable in FOL. clauses, etc. of inference). logical knowledge representation (in its various forms) is more 5. 0000003485 00000 n XD]'3dU@2f`````/%:|N(23`pv${Bi& 0 " endstream endobj 71 0 obj 160 endobj 23 0 obj << /Type /Page /Parent 18 0 R /Resources 24 0 R /Contents [ 40 0 R 42 0 R 46 0 R 48 0 R 50 0 R 54 0 R 56 0 R 58 0 R ] /MediaBox [ 0 0 595 842 ] /CropBox [ 0 0 595 842 ] /Rotate 0 >> endobj 24 0 obj << /ProcSet [ /PDF /Text ] /Font << /F1 33 0 R /TT1 52 0 R /TT2 30 0 R /TT4 28 0 R /TT6 26 0 R /TT8 27 0 R /TT10 38 0 R /TT12 43 0 R >> /ExtGState << /GS1 65 0 R >> /ColorSpace << /Cs6 34 0 R >> >> endobj 25 0 obj << /Type /FontDescriptor /Ascent 905 /CapHeight 0 /Descent -211 /Flags 32 /FontBBox [ -628 -376 2000 1010 ] /FontName /FILKIL+Arial,Bold /ItalicAngle 0 /StemV 144 /FontFile2 62 0 R >> endobj 26 0 obj << /Type /Font /Subtype /TrueType /FirstChar 32 /LastChar 150 /Widths [ 278 0 0 556 0 0 0 0 0 0 0 0 278 333 278 0 0 556 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 722 278 0 0 0 0 0 0 667 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 556 0 556 611 556 0 611 611 278 0 556 278 889 611 611 611 0 389 556 333 0 0 778 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 556 ] /Encoding /WinAnsiEncoding /BaseFont /FILKIL+Arial,Bold /FontDescriptor 25 0 R >> endobj 27 0 obj << /Type /Font /Subtype /TrueType /FirstChar 32 /LastChar 32 /Widths [ 278 ] /Encoding /WinAnsiEncoding /BaseFont /FILKKB+Arial /FontDescriptor 32 0 R >> endobj 28 0 obj << /Type /Font /Subtype /TrueType /FirstChar 32 /LastChar 121 /Widths [ 250 0 0 0 0 0 0 0 0 0 0 0 250 0 250 0 0 500 0 0 0 0 0 0 0 0 333 0 0 0 0 0 0 722 0 0 0 0 0 778 778 0 500 0 667 944 722 0 611 0 722 0 667 0 0 1000 0 0 0 0 0 0 0 0 0 500 556 444 556 444 333 500 556 278 0 556 278 833 556 500 556 556 444 389 333 556 500 722 500 500 ] /Encoding /WinAnsiEncoding /BaseFont /FILKHF+TimesNewRoman,Bold /FontDescriptor 31 0 R >> endobj 29 0 obj << /Type /FontDescriptor /Ascent 891 /CapHeight 656 /Descent -216 /Flags 34 /FontBBox [ -568 -307 2000 1007 ] /FontName /FILKFP+TimesNewRoman /ItalicAngle 0 /StemV 94 /XHeight 0 /FontFile2 68 0 R >> endobj 30 0 obj << /Type /Font /Subtype /TrueType /FirstChar 32 /LastChar 150 /Widths [ 250 333 408 0 0 0 778 180 333 333 0 0 250 333 250 0 500 500 500 500 500 500 500 500 500 500 278 278 0 564 0 444 0 722 667 667 722 611 556 722 722 333 389 722 611 889 722 722 556 0 667 556 611 722 722 944 0 722 611 333 0 333 0 0 0 444 500 444 500 444 333 500 500 278 278 500 278 778 500 500 500 500 333 389 278 500 500 722 500 500 444 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 333 333 444 444 0 500 ] /Encoding /WinAnsiEncoding /BaseFont /FILKFP+TimesNewRoman /FontDescriptor 29 0 R >> endobj 31 0 obj << /Type /FontDescriptor /Ascent 891 /CapHeight 656 /Descent -216 /Flags 34 /FontBBox [ -558 -307 2000 1026 ] /FontName /FILKHF+TimesNewRoman,Bold /ItalicAngle 0 /StemV 133 /XHeight 0 /FontFile2 67 0 R >> endobj 32 0 obj << /Type /FontDescriptor /Ascent 905 /CapHeight 0 /Descent -211 /Flags 32 /FontBBox [ -665 -325 2000 1006 ] /FontName /FILKKB+Arial /ItalicAngle 0 /StemV 0 /FontFile2 69 0 R >> endobj 33 0 obj << /Type /Font /Subtype /Type1 /Encoding 35 0 R /BaseFont /Symbol /ToUnicode 36 0 R >> endobj 34 0 obj [ /ICCBased 64 0 R ] endobj 35 0 obj << /Type /Encoding /Differences [ 1 /universal /arrowright /existential /arrowboth /logicalor 172 /logicalnot ] >> endobj 36 0 obj << /Filter /FlateDecode /Length 250 >> stream xy(Loves(x,y)) Says there is someone who loves everyone in the universe. is only semidecidable. Everyone likes ice cream - there is no one who does not like ice cream; Connections Between \(\forall . Translation: - Assume: Variables x and y denote people A predicate L(x,y) denotes: "x loves y" Then we can write in the predicate logic: x y L(x,y) M. Hauskrecht Order of quantifiers The order of nested quantifiers matters if quantifiers are of different type 0000004304 00000 n < sentence > Everyone at Pitt is smart: x At(x,Pitt) Smart(x) . Prove by resolution that: John likes peanuts. "Everyone loves somebody": Either x. Is there a member of the Hoofers Club Computer Science Secondary School answered FOL for sentence "Everyone is liked by someone" is * x y Likes (x, y) x y Likes (y, x) x y Likes (x, y) y x Likes (x, y) 1 See answer Add answer + 5 pts gouravkgn79 is waiting for your help. Comment: I am reading this as `there are \emph { at least } four \ldots '. p =BFy"!bQnH&dQy9G+~%4 Y x Likes(x, IceCream) ax Likes(x,Broccoli) Likes(x, IceCream)) Says everybody loves somebody, i.e.

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fol for sentence everyone is liked by someone is