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							<persName><forename type="first">Mariia</forename><surname>Bihdai</surname></persName>
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								<orgName type="institution">Lviv Polytechnic National University</orgName>
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									<addrLine>Bandery Str. 12</addrLine>
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							<persName><forename type="first">Yuliia</forename><surname>Kalymon</surname></persName>
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								<orgName type="department">Physical Culture named after Ivan Bobersky</orgName>
								<orgName type="institution">Lviv State University</orgName>
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									<addrLine>Kostiushka Str. 11</addrLine>
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									<settlement>Lviv</settlement>
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								<orgName type="department">International Conference on Computational Linguistics and Intelligent Systems</orgName>
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									<addrLine>May 12-13</addrLine>
									<postCode>2022</postCode>
									<settlement>Gliwice</settlement>
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						<title level="a" type="main">Syntactic Concepts Analyzer Based on the English Complex Sentences with an Object Clause</title>
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					<term>Complex sentence</term>
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<div xmlns="http://www.tei-c.org/ns/1.0"><p>The topicality of this study stems from the necessity to analyze the formal syntactic peculiarities of the English complex sentences with an object clause more specifically from the point of view of their formal modeling with the perspective to use such models in automatic/automated language processing programs and from the lingual-cognitive point of view to single out syntactic concepts represented by typical constructions of the researched sentences. The research has been carried out with the help of corpus-based analysis, conceptual analysis, modeling method, and frequency analysis. As a result, the program, which singles out complex sentences with an object clause in the imported text and identifies the syntactic concepts represented by typical constructions of the researched sentences, has been created.</p></div>
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<div xmlns="http://www.tei-c.org/ns/1.0"><head n="1.">Introduction</head><p>Significant development of information technologies influences all computer-related branches of science, in particular applied linguistics. Thus, by modern means of applied linguistics, the programs of automatic/automated language data processing become more and more effective. This study combines the linguistic analysis of the structure of the English complex sentence with an object clause in the lingual-cognitive aspect and practical application of the received data in the software program of automated language data processing.</p><p>The proposed research addresses the main problem of cognitive linguistics -the problem of a human's cognitive activity and connected with its mechanisms of cognitive processing of knowledge and its structurization to store and transfer this knowledge for communicative problems resolving. The aim of the research is to single out syntactic concepts based on the English complex sentences with an object clause and to create a program, that determines these complex sentences in the imported text and identifies the syntactic concepts represented by prototypical constructions of the researched sentences.</p><p>The research tasks include the following: to find all formal peculiarities of the English complex sentence with an object clause; to extract 900 English complex sentences with an object clause from The Corpus of Contemporary American English (COCA) as research material; to analyze the structure of the English complex sentence with an object clause in lingual-cognitive aspect, namely their propositional structure and conceptual characteristics; to single out syntactic concepts represented by typical constructions of the researched sentences; to create a program that singles out complex sentences with an object clause and defines syntactic concepts represented by typical constructions of the researched sentences.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.">Related Works</head><p>A complex sentence with an object clause in English is a topical issue of studies <ref type="bibr" target="#b0">[1,</ref><ref type="bibr" target="#b8">9,</ref><ref type="bibr" target="#b12">13]</ref>, however, there have not been many corpus-based studies so far. Corpus-based research comprises a significant part of modern linguistics. Nowadays such explorations became more complex with the application of various methods and approaches. English language corpora i.e. American National Corpus, Corpus of Contemporary American English, Brown Corpus, etc. exist more than 30 years already, and, thus, became the basis of numerous research works across the world. In Ukrainian linguistics many studies in recent years have been conducted based on the publicly available General Regionally Annotated Corpus of Ukrainian (GRAK) corpus: modeling the associative verbal network of the conceptual model MISERY <ref type="bibr" target="#b10">[11]</ref>, automated identification of metaphors in the semantically annotated corpus <ref type="bibr" target="#b9">[10]</ref>, diachronic and comparative study of the syntactic patterns denoting path with verbs of movement <ref type="bibr" target="#b13">[14]</ref>, to name a few.</p><p>The presented research is conducted in the field of cognitive syntax. A cognitive approach to grammar was introduced by R. Langacker and further developed by W. Croft, Ch. Fillmore, G. Lakoff, and others. "A Cognitive Grammar is based on the following assumptions:</p><p> The grammar of a language is part of human cognition and interacts with other cognitive faculties, especially with perception, attention, and memory.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head></head><p>The grammar of a language reflects and presents generalisations about phenomena in the world as its speakers experience them.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head></head><p>Forms of grammar are, like lexical items, meaningful and never "empty" or meaningless, as often assumed in purely structural models of grammar.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head></head><p>The grammar of a language represents the whole of a native speaker's knowledge of both the lexical categories and the grammatical structures of her language.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head></head><p>The grammar of a language is usage-based in that it provides speakers with a variety of structural options to present their view of a given scene" <ref type="bibr" target="#b11">[12]</ref>. Syntactic constructions and their conceptual representation have been the main scientific interest for numerous studies in Ukraine and abroad for the Ukrainian and other languages <ref type="bibr" target="#b1">[2,</ref><ref type="bibr" target="#b2">3,</ref><ref type="bibr" target="#b6">7]</ref>. According to Yu. Boyko, "at the level of each specific complex sentence, one of the components of the subordinate relations is realized. ... Thus, the syntactic concept is understood as the syntactic means of verbalizing the concept of subordinate relation" <ref type="bibr" target="#b2">[3]</ref>.</p><p>The syntactic concept type is determined based on singling out abstract meaning components that are picked out from the characteristics of the prototypical subject-predicate-object relations and have cognitive value in world comprehension. According to L. Furs <ref type="bibr" target="#b4">[5]</ref> the following basic conceptual characteristics of the syntactically represented concepts can be defined: 1) "orientation to an agent"; 2) "orientation to an action"; 3) "orientation to an object of influence"; 4) "orientation to an instrument of influence"; 5) "orientation to the result of influence"; 6) "orientation to an object's feature"; 7) "orientation to an object's state"; and some optional features -8) "orientation to an object's existence"; 9) "orientation to temporal characteristics"; 10) "orientation to spatial characteristics". The existence of these conceptual characteristics determines the construction type.</p><p>An important aspect of syntactic representation is the use of language level (verbalized with constructions) and mental level (verbalized with concepts) in this process. For each construction, the semantic model, which represents the propositional content of the construction typical meaning, must be defined. In this model, the participants of the situation during its language description are presented in the form of semantic roles (deep cases) which allows correlating nominal elements in the syntactic structure with the substantial construction plan.</p><p>While describing semantic models of constructions the following semantic roles have been used: agent, theme, patient, cause. While analyzing constructions as the means of the syntactic concepts' representation the notions of "actant" and "circumstance" must be determined. Actant is any part of the sentence denoting a person or an object that takes part in the process designated by a verb. Circumstance refers to time, place, manner of action, and other adverbial modifiers of the process.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.">Methods and Materials</head><p>The research is corpus-based and implies methods of linguistic modeling, conceptual analysis, frequency analysis.</p><p>Our study is based on data from the COCA corpus [https://www.english-corpora.org/coca/] as one of the best genre-balanced corpora, thus focusing on the applied analysis of language, its functioning in real environments and texts, which is important for the study of various syntactic structures. The corpus contains more than one billion words of text from different genres. It provides a wide range of opportunities for linguistic research: the interface allows you to search for exact words or phrases, wildcards, lemmas, part of speech, or any combinations of these.</p><p>Before extracting the research material from the corpus, first, all formal peculiarities of the English complex sentence with an object clause were investigated and analyzed from the structural point of view. A complex sentence is a composite sentence that consists of a main clause and a subordinate clause. The subordinate clause is joined to the principal clause in two possible ways -syndetically or asyndetically. Syndetic connection is the usual type in modern English, accomplished using subordinating conjunctions while asyndetic connection, possible only with some types of clauses, is accomplished without any connectors.</p><p>According to I. Korunets <ref type="bibr" target="#b7">[8]</ref> object clause in the complex sentence "may be introduced by conjunctions (that, if, whether), correlatives (either, or, whether... or), connective pronouns (who, whoever, what, whatever, which), and connective adverbs (where, when, whenever, why, how). ... Object clauses may refer to: any verbal form, either finite or nonfinite; some adjectives, that express a perception, desire, feeling, assurance (certain, sure, sorry, pleased, desirous, jealous, anxious, etc.), and states (aware, afraid, etc.); some adjectives and participles denoting wish or intention (anxious, determined, interested, etc.); a verbal noun (occasionally)".</p><p>Taking all these formal peculiarities into account, 900 English complex sentences with an object clause of different types of complexity were extracted from the COCA as research material. The English complex sentences with an object clause with asyndetic connection (when the conjunction is omitted) have not been searched and examined because they do not have formal peculiarities with which it would be possible to search for them in COCA.</p><p>As in COCA it is possible to search for a specific part of speech in any form and sequence, the sampling has been made with the help of the queries which include the search for a sequence of different parts of speech (or particular words) in any form plus subordinating conjunctions. The following queries were used to search for non-prepositional object clauses: any noun or personal pronoun or verb in any form and any of the following prepositions how/which/what/who/if/why/whoever/whether/where/whatever; [be] afraid that, [agree] that, [be] glad that, [understand] that in any form, etc. And to look for prepositional object clauses this query was applied: [agree] upon or [depend] on or [hear] of or [be] certain of or [be] sorry for in any form and any of the following prepositions who/what/when/which/where/why, etc.</p><p>Considering that "model is the structure that has explanatory power and is depicted in the form of constructions explaining the object under study" <ref type="bibr" target="#b5">[6]</ref>, the modeling method was used for building models of different types with the aim of their further application in the automatic/automated systems working with language data processing. Conceptual analysis was applied to reveal the content of the syntactic concepts and specificity of its verbalization in the English language. With the help of frequency analysis relative frequency of types of complex sentences with an object clause was defined, singling out the number of types of syntactic concepts used in the sample sentences and defining their distribution among genres.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.">Experiment 4.1. Description of the Defined Syntactic Concepts</head><p>In our study the following concepts have been singled out: ACTION, STATE, IMPERSONALITY, EXPERIENCING. The first three concepts have been determined based on L. Furs's research work <ref type="bibr" target="#b4">[5]</ref>. The latter concept has been established based on the work of R. Dirven, M. Verspoor <ref type="bibr" target="#b3">[4]</ref>. They singled out seven types of event schemes. One of these schemes is called "the experiencing scheme". It denotes a person's mental contact with the world represented by verbs to see, to feel, to think, to want, etc.</p><p>While describing the specific means of concept representation the structural model must be determined. Its elements are presented as contracted names of different parts of speech: N -noun, Prn -pronoun (RPrn -relative pronoun, PPrn -personal pronoun), V -verb, Conj -conjunction (SConj -subordinating conjunction), and Prep -preposition. In the position of circumstances, there may be a noun with various prepositions and Adv -adverb.</p><p>Among the researched 900 English complex sentences with an object clause, the following syntactic concepts were found.</p><p>Syntactic concept ACTION (activated conceptual characteristics: "orientation to an agent"; "orientation to an action"; "orientation to an object of influence"; "orientation to temporal characteristics"; "orientation to spatial characteristics") represents knowledge about intentional and controlled action influence from one source towards another object during which the result of influence is observed.</p><p>As the means of the concept representation the following constructions are considered to be prototypical:</p><p>1. Two-actant-circumstantial construction. E.g.: In this study, we also investigated whether organic vegetables could be the source of S. Choleraesuis. In this example: in this study -Circ(Circumstance), we -A1(Actant 1), investigated -P(predicate) and whether organic vegetables could be the source of S. Choleraesuis -A2(Actant 2).</p><p>2. Two-actant construction. E.g.: I've read about what each stone means. In this example: I -A1(Actant 1), have read about -P(predicate) and what each stone means -A2(Actant 2).</p><p>These two constructions are represented with the following verbs: to agree upon, to talk about, to argue about, to battle about, to read about, to complain about, to lie about, to apologize for, to deny, to disagree, to insist, to make it clear, to discover, to learn, to explain, to forget, to determine, to choose, to get, to say, to check, to find, to investigate, to do, to take, to accept.</p><p>In the sphere of two-actant-circumstantial construction of the concept ACTION, there are several structural and semantic models.</p><p>Structural model: Adv(manner/temp) -N/PPrn -V -Prep -RPrn -V -N (E.g.: For days the men argued about who would determine the territorial boundaries.).</p><p>Semantic model: Agent carries out an action because of theme.</p><p>In this structural-semantic model subject-agent represents the characteristic "orientation to an agent", action-verb in the function of predicate verbalizes action, object-theme in the form of a subordinate clause to some extent objectifies the characteristic "orientation to an object of influence" and adverbial modifiers denote manner and temporal (temp -temporal) characteristics.</p><p>Structural models: Adv(temp) -PPrn -V -RPrn -N/PPrn -V (E.g.: Sometimes we forget who the real victim is.); Adv(loc/temp) -N/PPrn -V -SConj -N/PPrn -V -N (E.g.: At the moment I really did forget that I actually wrote it down.); Adv(manner) -N -V -RPrn -N -V -toN/N (E.g.: These days educational institutions determine which aspects of culture are transferred to upcoming generations.).</p><p>Semantic model: Agent carries out an action concerning theme.</p><p>In this structural-semantic model subject-agent represents the characteristic "orientation to an agent", action-verb in the function of predicate verbalizes action, object-theme in the form of a subordinate clause to some extent objectifies the characteristic "orientation to an object of influence" and adverbial modifiers denote manner, locative (loc -locative) and temporal (temp -temporal) characteristics.</p><p>In the sphere of two-actant construction of the concept ACTION, there are the following structural and semantic models.</p><p>Structural model: N -V -Prep -RPrn -N -V -N (E.g.: People argued about what Johann Sebastian had meant by "wohl-temperiert".).</p><p>Semantic model: Agent carries out an action because of theme.</p><p>In this structural-semantic model subject-agent represents the characteristic "orientation to an agent", action-verb in the function of predicate verbalizes action, object-theme in the form of a subordinate clause to some extent objectifies the characteristic "orientation to an object of influence".</p><p>Structural models: PPrn -V -Prep -RPrn -V -N (E.g.: We agreed upon who would be testing the evidence.); N/PPrn -V -Prep -RPrn -N/PPrn -V (E.g.: You have talked about what the British have done.); N/PPrn -V -RPrn/SConj -V -N/PPrn (E.g.: The documents do not say who tipped him off.); N/PPrn -V -RPrn/SConj -N/PPrn -V (E.g.: You can take whatever you want.); N/PPrn -V -RPrn/SConj -N/PPrn -V -N/fromN/PPrn/toPPrn (E.g.: She agrees that it's been a fiasco.); N/PPrn -V -RPrn/SConj -N -N/PPrn -V (E.g.: You must choose which instrument you play.).</p><p>Semantic model: Agent carries out an action concerning theme.</p><p>In this structural-semantic model subject-agent represents the characteristic "orientation to an agent", action-verb in the function of predicate verbalizes action, object-theme in the form of a subordinate clause to some extent objectifies the characteristic "orientation to an object of influence".</p><p>To the periphery of the category belongs the passive construction. E.g.: They are very well compensated for what they do. This construction type is represented by: to be notified, to be asked, to be judged, to get paid, to be punished, to be blamed for, to be criticized for, to be compensated for, to get arrested, to be killed for, to be applauded for, to be reminded of.</p><p>The passive construction as the representative means of the syntactic concept ACTION reveals the following structural and semantic models.</p><p>Structural models: N/PPrn -V -Prep -RPrn -N/PPrn -V (E.g.: He was killed for what he wanted.); PPrn -V -Prep -RPrn -N/PPrn -V -toN/aboutN (E.g.: They should be compensated for what they bring to our world.).</p><p>Semantic model: Patient undergoes an action carried out by an unknown agent.</p><p>In this structural-semantic model subject-patient represents the characteristic "orientation to an object of influence", action-verb in the function of predicate verbalizes action and the agent is unknown.</p><p>Structural models: N -V -Prep -RPrn -V -N (E.g.: The mentors were asked about who initiated contact.); PPrn -V -Prep -RPrn -N/PPrn -V -toN/aboutN (E.g.: I am reminded of what Max Weber said about Luther.); N -V -RPrn -N -PPrn -V (E.g.: The participants were asked which technique they preferred.); N -V -RPrn -PPrn -V (E.g.: Woods was asked why he got married.); N/PPrn -V -RPrn -PPrn -V -N (E.g.: These women were asked how they would define success.).</p><p>Semantic model: Theme undergoes an action carried out by an unknown agent.</p><p>In this structural-semantic model subject-theme to some extent represents the characteristic "orientation to an object of influence", action-verb in the function of predicate verbalizes action and the agent is unknown.</p><p>The syntactic concept ACTION is observed in the two-actant-circumstantial construction (15 occurrences), two-actant construction (211 occurrences), and the passive construction (25 occurrences) from the total amount of 251 sentences.</p><p>Syntactic concept STATE (activated conceptual characteristics: "orientation to an agent", "orientation to agent's state", "orientation to cause of agent's state", "orientation to temporal characteristics") represents the knowledge about the existence of a subject and its involvement in emotional and mental activity.</p><p>As the means of the concept representation the following constructions are considered to be prototypical:</p><p>1. Two-actant-circumstantial construction. E.g.: Parents today are worried about who they're calling into their home. In this example: today -Circ(Circumstance), parents -A1(Actant 1), are worried about -P(predicate) and who they're calling into their home -A2(Actant 2).</p><p>2. Two-actant construction. E.g.: I'm happy that my article has stimulated so much discussion. In this example: I -A1(Actant 1), am happy -P(predicate), and that my article has stimulated so much discussion -A2(Actant 2).</p><p>These two constructions are represented with the following verbs: to be worried, to be confused, to be sorry, to be certain, to be terrified, to be frightened, to be afraid, to be anxious, to be aware, to be determined, to be glad, to be happy, to be interested, to be pleased, to be sure, to care, to feel, to be prepared, to regret, to like.</p><p>In the sphere of two-actant-circumstantial construction of the concept state, there are the following structural and semantic models.</p><p>Structural models: Adv(temp) -N/PPrn -V -Prep -RPrn -PPrn -V (E.g.: Now we're worried about what they'll find.); Adv(temp) -PPrn -V -SConj -PPrn -V (E.g.: Now I'm glad that he's home.); Adv(temp) -PPrn -V -SConj -PPrn -V -N (E.g.: Sometimes I regret that I took this position.).</p><p>Semantic model: Agent feels himself/herself in a particular way because of cause.</p><p>In this structural-semantic model subject-agent represents the characteristic "orientation to an agent", state-verb in the function of predicate verbalizes state, object-cause in the form of subordinate clause objectifies the characteristic "orientation to cause of agent's state" and adverbial modifiers denote temporal (temp -temporal) characteristics.</p><p>The two-actant construction as the representative means of the syntactic concept STATE reveals the following structural and semantic models.</p><p>Structural models: N/PPrn -V -Prep -RPrn -N/PPrn -V (E.g.: I'm not sorry for what I said.); PPrn -V -Prep -RPrn -N/PPrn -V -N/forN/fromN/toN/PPrn (E.g.: She was frightened of what she heard from her granddaughter.); N/PPrn -V -RPrn/SConj -N/PPrn -V -N/toN/fromN/PPrn/aboutPPrn (E.g.: She is glad that he appreciates her joke.); N/PPrn -V -RPrn/SConj -N/PPrn -V (E.g.: The president is happy that GDP is growing.); PPrn -V -RPrn -N -PPrn -V (E.g.: I don't care what sport you play.); PPrn -V -RPrn -V -N (E.g.: I don't care who knows it.).</p><p>Semantic model: Agent feels himself/herself in a particular way because of cause.</p><p>In this structural-semantic model subject-agent represents the characteristic "orientation to an agent", state-verb in the function of predicate verbalizes state, and object-cause in the form of subordinate clause objectifies the characteristic "orientation to cause of agent's state".</p><p>The syntactic concept STATE is observed in the two-actant-circumstantial construction (6 occurrences) and the two-actant construction (252 occurrences) from the total amount of 258 sentences.</p><p>Syntactic concept IMPERSONALITY (activated conceptual characteristics: "orientation to uncontrolled action" or "orientation to feature") represents the knowledge about the process or action abstracted from the agent and feature abstracted from its bearer. It is represented with the help of impersonal construction. E.g.: It depends on where you shop.</p><p>The impersonal construction as the representative means of the syntactic concept IMPERSONALITY reveals the following structural and semantic models.</p><p>Structural models: N/PPrn -V -Prep -RPrn -N -V (E.g.: It depends on what your business is.); N/PPrn -V -Prep -RPrn -N -PPrn -V (E.g.: It depends on which Gospel you read.); PPrn -V -SConj -N -V (E.g.: It didn't matter if the Grazians showed up.); PPrn -V -SConj -N/PPrn -V -N (E.g.: It has been determined that you will receive a check.).</p><p>Semantic model: Theme undergoes uncontrolled action.</p><p>In this structural-semantic model verb in the function of predicate verbalizes the characteristic "orientation to an uncontrolled action" or "orientation to a feature".</p><p>The syntactic concept IMPERSONALITY is observed in the impersonal construction (25 occurrences) from the total amount of 25 sentences.</p><p>Syntactic concept EXPERIENCING (activated conceptual characteristics: "orientation to an agent") represents the knowledge about the agent's mental contacts with the world.</p><p>As the means of the concept representation the following constructions are considered to be prototypical:</p><p>1. Two-actant-circumstantial construction. E.g.: A year ago I didn't understand why people would hike. In this example: a year ago -Circ(Circumstance), I -A1(Actant 1), didn't understand -P(predicate) and why people would hike -A2(Actant 2).</p><p>2. Two-actant construction. E.g.: I realized that message was in Japanese. In this example: I -A1(Actant 1), realized -P(predicate), and that message was in Japanese -A2(Actant 2).</p><p>These two constructions are represented with the following verbs: to think, to hear of, to find it strange, to know, to realize, to take it, to think it strange, to understand, to remember, to wonder, to imagine, to believe, to decide, to consider, to doubt, to see.</p><p>The two-actant-circumstantial construction as the representative means of the syntactic concept EXPERIENCING reveals the following structural and semantic models.</p><p>Structural models: Adv(loc/manner/temp) -N/PPrn -V -RPrn/SConj -N/PPrn -V -N/PPrn/ofN/toN (E.g.: Slowly I realized that I was missing the big questions.); Adv(temp) -N/PPrn -V -RPrn/SConj -N/PPrn -V (E.g.: Now he understood how Nozaki had infiltrated.); Adv(loc) -N -V -RPrn -V -N (E.g.: In the U.S. the birth mothers decide who adopts their children.).</p><p>Semantic model: Agent is involved in mental or perceptual activity concerning theme.</p><p>In this structural-semantic model subject-agent represents the characteristic "orientation to an agent", a verb in the function of predicate verbalizes mental or perceptual activity, object-theme in the form of a subordinate clause to some extent objectifies the characteristic "orientation to an object" and adverbial modifiers denote manner and temporal (temp -temporal) characteristics.</p><p>The two-actant construction as the representative means of the syntactic concept EXPERIENCING reveals the following structural and semantic models.</p><p>Structural models: N/PPrn -V -Prep -RPrn -N/PPrn -V (E.g.: I thought about what I'd seen.); PPrn -V -Prep -RPrn -V -N (E.g.: I've thought of who's going to staff my administration.);</p><p>N/PPrn -V -RPrn/SConj -N/PPrn -V -N/byN/forN/withN/PPrn/withPPrn/toPPrn (E.g.: We all realize why hospitals and doctors don't report errors.); N/PPrn -V -RPrn/SConj -N/PPrn -V(E.g.: We don't know where it has landed.); N/PPrn -V -RPrn -N -N/PPrn -V (E.g.: I didn't remember which affair he meant.).</p><p>Semantic model: Agent is involved in mental or perceptual activity concerning theme.</p><p>In this structural-semantic model subject-agent represents the characteristic "orientation to an agent", a verb in the function of predicate verbalizes mental or perceptual activity, and object-theme in the form of a subordinate clause to some extent objectifies the characteristic "orientation to an object".</p><p>The syntactic concept EXPERIENCING is observed in the two-actant-circumstantial construction (23 occurrences) and the two-actant construction (343 occurrences) from the total amount of 366 sentences.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="5.">Results and Discussions 5.1. Frequency Analysis of the Researched English Complex Sentences with an Object Clause</head><p>From COCA 900 English complex sentences with an object clause have been selected. All of them are subdivided into 5 genres: spoken, fiction, popular magazines, newspapers, and academic journals.</p><p>The English complex sentences with an object clause occurred more frequently and almost equally in the fiction and spoken texts, rather than in popular magazines, newspapers, and academic journals. The abovementioned data can be observed in Table <ref type="table">1</ref> There are two types of object clauses: non-prepositional (when subordinating conjunction refers directly to the predicate in the main clause) and prepositional (when subordinating conjunction refers to preposition linked with the verb in the main clause).</p><p>In Table <ref type="table" target="#tab_1">2</ref> we can observe that the percentage of non-prepositional object clauses is much bigger than that of prepositional ones among the researched sentences. As we can see from Figure <ref type="figure" target="#fig_0">1</ref> the most frequent subordinating conjunction is that (44%) and the least frequent ones are whatever (1%) and whoever (1%). Apart from the subordinating conjunctions mentioned below the subordinating conjunctions either … or and when are used in the researched sentences. But due to their rare occurrence, they have not been considered and examined.      Based on formal peculiarities found in complex sentences with an object clause, namely a combination of a predicate in the main clause and subordinating conjunction, the presented program searches for complex sentences with an object clause. Based on verbs characteristic of typical constructions representing a certain syntactic concept the program selects the syntactic concept type.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="6.">Conclusions</head><p>The research has shown that in the English complex sentences with an object clause there are several typical constructions based on which the syntactic concepts ACTION, STATE, IMPERSONALITY, and EXPERIENCING have been determined. As the means of representation of the concept ACTION, the following constructions have been determined as prototypical: two-actantcircumstantial construction, two-actant construction, and to the periphery of the category belongs the passive construction. As the means of representation of concepts STATE and EXPERIENCING the two-actant-circumstantial construction and two-actant construction are prototypical. Impersonal constructions have been determined as prototypical representing the concept IMPERSONALITY. Each construction as the representative means of each syntactic concept reveals several structural and semantic models. For each construction, the semantic model, which represents the propositional content of the construction typical meaning, was defined. In this model, the participants of the situation are presented in the form of semantic roles (deep cases) which allows correlating nominal elements in the syntactic structure with the substantial construction plan. The presented analysis of syntactic concepts can be used for modeling the conceptual space of syntax of not only different types of complex sentences but also compound sentences.</p><p>The results of the conducted linguistic research became the basis of the algorithm for the created program. This program singles out the English complex sentences with an object clause in the imported text and identifies the syntactic concepts represented by prototypical constructions of the researched sentences. The developed program can be useful as an example of a search algorithm of a particular sentence type representing by its typical construction a certain syntactic concept in the text.</p><p>The presented program is a prototype, which has shown effectiveness while analyzing the text which is not overloaded with style peculiarities and complicated sentence constructions. Further research will be concentrated on improving the algorithm to consider complex sentences with more than one subordinate clause as well as to recognize complex sentences with an object clause with an asyndetic connection between the main and subordinate clauses.</p></div><figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_0"><head>Figure 1 :</head><label>1</label><figDesc>Figure 1: The percentage of subordinating conjunctions occurrence in typical constructions of the researched sentences</figDesc><graphic coords="8,157.68,288.24,248.64,101.52" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_1"><head>Figure 3 :</head><label>3</label><figDesc>Figure 3: The Syntactic Concepts Selection window</figDesc><graphic coords="10,115.68,84.72,377.40,269.40" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_2"><head>Figure 4 :</head><label>4</label><figDesc>Figure 4: The Concept IMPERSONALITY help window</figDesc><graphic coords="10,112.08,494.40,384.96,172.56" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_3"><head>Figure 5 :</head><label>5</label><figDesc>Figure 5: The Concept STATE help window</figDesc><graphic coords="11,112.68,72.00,383.52,186.00" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_4"><head>Figure 6 :</head><label>6</label><figDesc>Figure 6: The Frequency Analysis of Subordinating Conjunctions help window</figDesc><graphic coords="11,109.92,334.56,389.52,156.96" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" type="table" xml:id="tab_0"><head></head><label></label><figDesc>:</figDesc><table><row><cell>Table 1</cell><cell></cell><cell></cell></row><row><cell cols="3">The researched complex sentences with an object clause (distribution by genres)</cell></row><row><cell>Genres</cell><cell>The number of complex</cell><cell>Percentage</cell></row><row><cell></cell><cell>sentences with an object</cell><cell>(%)</cell></row><row><cell></cell><cell>clause</cell><cell></cell></row><row><cell>Fiction</cell><cell>278</cell><cell>31</cell></row><row><cell>Spoken</cell><cell>256</cell><cell>28</cell></row><row><cell>Popular magazines</cell><cell>156</cell><cell>17</cell></row><row><cell>Newspapers</cell><cell>140</cell><cell>16</cell></row><row><cell>Academic journals</cell><cell>70</cell><cell>8</cell></row></table></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" type="table" xml:id="tab_1"><head>Table 2</head><label>2</label><figDesc>The researched complex sentences with an object clause (distribution by types of an object clause)</figDesc><table><row><cell>Type of object clauses</cell><cell>The number of complex</cell><cell>Percentage</cell></row><row><cell></cell><cell>sentences with an object</cell><cell>(%)</cell></row><row><cell></cell><cell>clause</cell><cell></cell></row><row><cell>Non-prepositional</cell><cell>814</cell><cell>90</cell></row><row><cell>Prepositional</cell><cell>86</cell><cell>10</cell></row></table></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" type="table" xml:id="tab_2"><head>Table 3</head><label>3</label><figDesc>The frequency of the researched sentences by typical constructions of which syntactic concepts are represented (distribution by genres) concepts</figDesc><table><row><cell></cell><cell>ACTION</cell><cell>STATE</cell><cell>IMPERSONALITY</cell></row><row><cell></cell><cell>number</cell><cell>number</cell><cell>number</cell></row><row><cell>Genres</cell><cell>(%)</cell><cell>(%)</cell><cell>(%)</cell></row></table></figure>
		</body>
		<back>
			<div type="annex">
<div xmlns="http://www.tei-c.org/ns/1.0"><p>From Figure <ref type="figure">2</ref> and Table <ref type="table">3</ref> we can see that in general the most frequent are sentences in typical constructions of which the syntactic concept EXPERIENCING was found, the least frequent is the syntactic concept IMPERSONALITY and the occurrences of concepts STATE and ACTION are almost equal.  As it is shown in Table <ref type="table">3</ref> the syntactic concepts ACTION and STATE occur most often in fiction (27%, 31%) and spoken genres (26%, 30%), and the least of all they are represented in academic journals (11%, 7%) respectively. The syntactic concept IMPERSONALITY is presented most often in spoken (68%) and the least of all -in popular magazines (4%) and newspapers (4%). The syntactic concept EXPERIENCING occurs most frequently in fiction (35%) and the least of all -in academic journals (6%).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="5.2.">Developing the Syntactic Concepts Analyzer of the English Complex Sentences with an Object Clause</head><p>Having analyzed theoretical materials about the English complex sentences with an object clause the following general structural models were found:</p><p>1. Non-prepositional object clause: &lt;AdvCirc&gt;/-&lt;Subjm&gt; &lt;Predm&gt; &lt;prep&gt;/-&lt;Objd&gt;/&lt;Obji&gt;/-&lt;sc&gt;/&lt;ac&gt; &lt;Subjs&gt; &lt;Preds&gt; &lt;Objd&gt;/&lt;Obji&gt;/-E.g.: Slowly I realized that I was missing the big questions.</p><p>2. Prepositional object clause: &lt;AdvCirc&gt;/-&lt;Subjm&gt; &lt;Predm&gt; &lt;prep&gt; &lt;sc&gt; &lt;Subjs&gt; &lt;Preds&gt; &lt;Objd&gt;/&lt;Obji&gt;/-E.g.: And now we're a little bit worried about what other people think.</p><p>While building these structural models of the sentences in question the following notation conventions have been used: &lt;Subjm&gt; -subject in main clause, &lt;Predm&gt; -predicate in main clause, &lt;Subjs&gt; -subject in subordinate clause, &lt;Preds&gt; -predicate in subordinate clause, &lt;sc&gt;subordinating conjunction (with or without comma), &lt;ac&gt; -asyndetic connection between main and subordinate clause, &lt;prep&gt; -preposition, &lt;Objd&gt; -direct object, &lt;Obji&gt; -indirect object, &lt;AdvCirc&gt; -adverbial circumstance, &lt;AdvCirc&gt;/--present or absent adverbial circumstance.</p><p>These structural models have become the basis of the created program which singles out complex sentences with an object clause in the imported text and defines syntactic concepts represented by typical constructions of the researched sentences.</p><p>Starting the Syntactic Concepts Analyzer, the main window of the program will appear. Basic parts of the main window:</p><p>1. Input text.  </p></div>			</div>
			<div type="references">

				<listBibl>

<biblStruct xml:id="b0">
	<analytic>
		<title level="a" type="main">An Analytical Study on the Usage of Complex Sentence Structures from the Book on the Life of the Buddha Written by Rev. Siridhamma</title>
		<author>
			<persName><surname>Ven</surname></persName>
		</author>
		<author>
			<persName><surname>Aggavamsam</surname></persName>
		</author>
	</analytic>
	<monogr>
		<title level="j">Journal of MCU Humanities Review</title>
		<imprint>
			<biblScope unit="volume">6</biblScope>
			<biblScope unit="issue">2</biblScope>
			<biblScope unit="page" from="215" to="226" />
			<date type="published" when="2021">2021</date>
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b1">
	<monogr>
		<author>
			<persName><surname>Yu</surname></persName>
		</author>
		<author>
			<persName><surname>Boiko</surname></persName>
		</author>
		<title level="m">Hramatychni chytannia Х: Materialy Mizhnarodnoi naukovo-teorytychnoi konferentsii</title>
				<meeting><address><addrLine>Vinnytsia</addrLine></address></meeting>
		<imprint>
			<date type="published" when="2019">2019</date>
			<biblScope unit="page" from="25" to="30" />
		</imprint>
	</monogr>
	<note>Konstruktsiyi yak bazovyi riven ta formotvorcha osnova u syntaksysi rechen</note>
</biblStruct>

<biblStruct xml:id="b2">
	<monogr>
		<author>
			<persName><surname>Yu</surname></persName>
		</author>
		<author>
			<persName><forename type="first">I</forename><surname>Boiko</surname></persName>
		</author>
		<author>
			<persName><surname>Boitsun</surname></persName>
		</author>
		<title level="m">Materialy IV Mizhnarodnoyi naukovo-praktychnoyi konferentsiyi &quot;Aktualni problem filolohiyi</title>
				<meeting><address><addrLine>Chernivtsi</addrLine></address></meeting>
		<imprint>
			<date type="published" when="2016">2016</date>
			<biblScope unit="page" from="125" to="127" />
		</imprint>
	</monogr>
	<note>Syntaksychnyi kontsept na rivni skladnoho rechennia</note>
</biblStruct>

<biblStruct xml:id="b3">
	<monogr>
		<author>
			<persName><forename type="first">R</forename><surname>Dirven</surname></persName>
		</author>
		<author>
			<persName><forename type="first">M</forename><surname>Verspoor</surname></persName>
		</author>
		<title level="m">Cognitive exploration of language and linguistics</title>
				<imprint>
			<date type="published" when="2004">2004</date>
		</imprint>
	</monogr>
	<note>2nd ed</note>
</biblStruct>

<biblStruct xml:id="b4">
	<analytic>
		<title level="a" type="main">Sintaksicheski reprezentiruemye koncepty: dissertacija</title>
		<author>
			<persName><forename type="first">L</forename><surname>Furs</surname></persName>
		</author>
	</analytic>
	<monogr>
		<title level="j">d-ra filol. nauk</title>
		<imprint>
			<biblScope unit="volume">10</biblScope>
			<biblScope unit="issue">02</biblScope>
			<biblScope unit="page">370</biblScope>
			<date type="published" when="2004">2004</date>
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b5">
	<analytic>
		<title level="a" type="main">Modeliuvannia: linhvistychnyi aspect, Molodyi Vchenyi, Spetsvypusk Drohobytskoho DPU im</title>
		<author>
			<persName><surname>Yu</surname></persName>
		</author>
		<author>
			<persName><surname>Kalymon</surname></persName>
		</author>
	</analytic>
	<monogr>
		<title level="j">Ivana Franka</title>
		<imprint>
			<biblScope unit="volume">4</biblScope>
			<biblScope unit="issue">68</biblScope>
			<biblScope unit="page" from="88" to="91" />
			<date type="published" when="2019">2019</date>
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b6">
	<monogr>
		<author>
			<persName><forename type="first">I</forename><surname>Karamysheva</surname></persName>
		</author>
		<title level="m">Analiz syntaksychnykh konstruktsii u rusli suchasnykh dosiahnen kohnityvnoho syntaksysu</title>
				<meeting><address><addrLine>Lutsk</addrLine></address></meeting>
		<imprint>
			<date type="published" when="2016">2016</date>
			<biblScope unit="page" from="30" to="35" />
		</imprint>
	</monogr>
	<note>Naukovyi visnyk Skhidnoievropeiskoho natsionalnoho universytetu imeni Lesi Ukrainky</note>
</biblStruct>

<biblStruct xml:id="b7">
	<monogr>
		<author>
			<persName><forename type="first">I</forename><surname>Korunets</surname></persName>
		</author>
		<title level="m">Porivnialna typolohiia anhliiskoi ta ukrainskoi mov</title>
				<meeting><address><addrLine>Vinnytsia</addrLine></address></meeting>
		<imprint>
			<date type="published" when="2003">2003</date>
			<biblScope unit="page" from="408" to="418" />
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b8">
	<analytic>
		<title level="a" type="main">Structural and semantic characteristics of English complex sentences with object clauses</title>
		<author>
			<persName><forename type="first">D</forename><surname>Kozuev</surname></persName>
		</author>
		<author>
			<persName><forename type="first">N</forename><surname>Dzharkinbaeva</surname></persName>
		</author>
		<idno type="DOI">10.18355/XL.2021.14.02.15</idno>
	</analytic>
	<monogr>
		<title level="j">XLinguae</title>
		<imprint>
			<biblScope unit="page" from="207" to="2014" />
			<date type="published" when="2021">2021</date>
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b9">
	<analytic>
		<title level="a" type="main">A Method of Automated Corpus-Based Identification of Metaphors for Compiling a Dictionary of Metaphors: A Case Study of the Emotion Conceptual Domain</title>
		<author>
			<persName><forename type="first">O</forename><surname>Levchenko</surname></persName>
		</author>
		<author>
			<persName><forename type="first">M</forename><surname>Dilai</surname></persName>
		</author>
		<idno type="DOI">10.1109/CSIT52700.2021.9648667</idno>
	</analytic>
	<monogr>
		<title level="m">IEEE 16th International Conference on Computer Sciences and Information Technologies (CSIT)</title>
				<imprint>
			<date type="published" when="2021">2021</date>
			<biblScope unit="page" from="52" to="55" />
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b10">
	<analytic>
		<title level="a" type="main">Associative Verbal Network of the Conceptual Domain БІДА (MISERY) in Ukrainian</title>
		<author>
			<persName><forename type="first">O</forename><surname>Levchenko</surname></persName>
		</author>
		<author>
			<persName><forename type="first">O</forename><surname>Tyshchenko</surname></persName>
		</author>
		<author>
			<persName><forename type="first">M</forename><surname>Dilai</surname></persName>
		</author>
	</analytic>
	<monogr>
		<title level="m">Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems, COLINS 2020</title>
				<meeting>the 4th International Conference on Computational Linguistics and Intelligent Systems, COLINS 2020<address><addrLine>Lviv, Ukraine</addrLine></address></meeting>
		<imprint>
			<date type="published" when="2020">2020</date>
			<biblScope unit="volume">I</biblScope>
			<biblScope unit="page" from="106" to="120" />
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b11">
	<monogr>
		<author>
			<persName><forename type="first">R</forename><surname>Nordquist</surname></persName>
		</author>
		<ptr target="https://www.thoughtco.com/what-is-cognitive-grammar-1689860" />
		<title level="m">Cognitive Grammar, ThoughtCo</title>
				<imprint>
			<date type="published" when="2020">2020</date>
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b12">
	<analytic>
		<title level="a" type="main">Syntaksychna struktura polipredykatyvnoho skladnopidriadnoho rechennia, Naukovi zapysky Natsionalnoho universytetu «Ostrozka akademiia»: seriia «Filolohiia</title>
		<author>
			<persName><forename type="first">T</forename><surname>Pankova</surname></persName>
		</author>
	</analytic>
	<monogr>
		<title level="j">Ostroh</title>
		<imprint>
			<biblScope unit="volume">5</biblScope>
			<biblScope unit="issue">73</biblScope>
			<biblScope unit="page" from="72" to="75" />
			<date type="published" when="2019">2019</date>
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b13">
	<analytic>
		<title level="a" type="main">Dynamika syntaksychnykh konstruktsii na poznachennia mistsia pry diieslovakh rukhu: korpusne doslidzhennia</title>
		<author>
			<persName><forename type="first">M</forename><surname>Shvedova</surname></persName>
		</author>
	</analytic>
	<monogr>
		<title level="j">Ukrainska mova</title>
		<imprint>
			<biblScope unit="issue">3</biblScope>
			<biblScope unit="page" from="67" to="79" />
			<date type="published" when="2018">2018</date>
		</imprint>
	</monogr>
</biblStruct>

				</listBibl>
			</div>
		</back>
	</text>
</TEI>
