scholarly journals Analyzing the Effect of Lexical and Conceptual Information in Spam-mail Filtering System

2006 ◽  
Vol 6 (2) ◽  
pp. 105-109
Author(s):  
Sin-Jae Kang ◽  
Jong-Wan Kim
2020 ◽  
Author(s):  
Donna Rose Addis

Mental time travel (MTT) is defined as projecting the self into the past and the future. Despite growing evidence of the similarities of remembering past and imagining future events, dominant theories conceive of these as distinct capacities. I propose that memory and imagination are fundamentally the same process – constructive episodic simulation – and demonstrate that the ‘simulation system’ meets the three criteria of a neurocognitive system. Irrespective of whether one is remembering or imagining, the simulation system: (1) acts on the same information, drawing on elements of experience ranging from fine-grained perceptual details to coarser-grained conceptual information and schemas about the world; (2) is governed by the same rules of operation, including associative processes that facilitate construction of a schematic scaffold, the event representation itself, and the dynamic interplay between the two (cf. predictive coding); and (3) is subserved by the same brain system. I also propose that by forming associations between schemas, the simulation system constructs multi-dimensional cognitive spaces, within which any given simulation is mapped by the hippocampus. Finally, I suggest that simulation is a general capacity that underpins other domains of cognition, such as the perception of ongoing experience. This proposal has some important implications for the construct of ‘MTT’, suggesting that ‘time’ and ‘travel’ may not be defining, or even essential, features. Rather, it is the ‘mental’ rendering of experience that is the most fundamental function of this simulation system, enabling humans to re-experience the past, pre-experience the future, and also comprehend the complexities of the present.


2010 ◽  
Vol 22 (11) ◽  
pp. 2638-2651 ◽  
Author(s):  
Joel L. Voss ◽  
Heather D. Lucas ◽  
Ken A. Paller

Familiarity and recollection are qualitatively different explicit-memory phenomena evident during recognition testing. Investigations of the neurocognitive substrates of familiarity and recollection, however, have typically disregarded implicit-memory processes likely to be engaged during recognition tests. We reasoned that differential neural responses to old and new items in a recognition test may reflect either explicit or implicit memory. Putative neural correlates of familiarity in prior experiments, for example, may actually reflect contamination by implicit memory. In two experiments, we used obscure words that subjects could not formally define to tease apart electrophysiological correlates of familiarity and one form of implicit memory, conceptual priming. In Experiment 1, conceptual priming was observed for words only if they elicited meaningful associations. In Experiment 2, two distinct neural signals were observed in conjunction with familiarity-based recognition: late posterior potentials for words that both did and did not elicit meaningful associations and FN400 potentials only for the former. Given that symbolic meaning is a prerequisite for conceptual priming, the combined results specifically link late posterior potentials and FN400 potentials with familiarity and conceptual priming, respectively. These findings contradict previous interpretations of FN400 potentials as generic signals of familiarity and show that repeated stimuli in recognition tests can engender facilitated processing of conceptual information in addition to retrieval processing that leads to the awareness of memory retrieval. The different characteristics of the electrical markers of these two types of process further underscore the biological validity of the distinction between implicit memory and explicit memory.


2021 ◽  
Vol 2021 (1) ◽  
pp. 58-67
Author(s):  
Elena A. Kalinovskaya ◽  
Anna S. Kobysheva

The article defines and describes the main ways of suggestive impact in advertising texts. The language-specific nature of advertising texts is often reduced, as the marketing aspect is highlighted. One of the main functions of the advertising text is the suggestive function, since this type of texts is designed to impact a person emotionally, psychologically, and manipulatively. Despite a number of works devoted to linguistic suggestion in advertising, this aspect remains poorly studied, due to the constant expansion of the range of manipulative strategies used in advertising texts. The empirical material for the present study, i.e. advertising texts, was collected from English versions of ELLE, OUT, WOMEN’S HEALTH magazines. An advertising text is a complex semiotic unity with the following properties: polysemioticity (elements of various sign systems are used to construct such a text), imperativeness (an advertising text is designed to induce an addressee to act), and suggestiveness (texts of this type are saturated with persuasion techniques). Verbal and non-verbal levels of manipulative techniques are distinguished. They are background and color as main medium of conceptual information, re-accentuation, graphic techniques, words and phrases with positive semantics, imperative, lexical-stylistic and grammar-stylistic devices.


2012 ◽  
Vol 3 ◽  
pp. 3
Author(s):  
Cecily Jill Duffield

Research on the production of subject-verb agreement has focused on the features of the subject rather than the larger construction in which subject-verb agreement is produced or how the conceptual relationship between subjects and predicates may interact in affecting subject-verb agreement patterns. This corpus study describes subject-verb number agreement mismatch in English copular constructions which take the frame of (SEMANTICALLY LIGHT) N + [REL] + COP + (SPECIFIC) PRED NOM, where the copula reflects the grammatical number of the predicate. Results suggest that speakers make use of conceptual information from the entire construction, and not just the subject, when formulating agreement morphology.


Webology ◽  
2021 ◽  
Vol 18 (SI02) ◽  
pp. 21-31
Author(s):  
P. Mahalakshmi ◽  
N. Sabiyath Fathima

Basically keywords are used to index and retrieve the documents for the user query in a conventional information retrieval systems. When more than one keywords are used for defining the single concept in the documents and in the queries, inaccurate and incomplete results were produced by keyword based retrieval systems. Additionally, manual interventions are required for determining the relationship between the related keywords in terms of semantics to produce the accurate results which have paved the way for semantic search. Various research work has been carried out on concept based information retrieval to tackle the difficulties that are caused by the conventional keyword search and the semantic search systems. This paper aims at elucidating various representation of text that is responsible for retrieving relevant search results, approaches along with the evaluation that are carried out in conceptual information retrieval, the challenges faced by the existing research to expatiate requirements of future research. In addition, the conceptual information that are extracted from the different sources for utilizing the semantic representation by the existing systems have been discussed.


2019 ◽  
Vol 2 (1) ◽  
pp. 45-52
Author(s):  
Rio Fabrika Pasandaran

This research is a qualitative descriptive study that aims to describe the ability of mathematical representation of high-ability students to solve non-routine problems based on representation indicators. The subjects of this study were students of class XI-IPA Palopo 1 High School. The steps carried out in this study are (1) Observation, (2) Selection of subjects, (3) Non-routine problems, (4) Interviews, (5) Making conclusions on the results of the study. The instrument of this study was the researchers themselves, with the help of several supporting instruments such as (1) diagnostic tests, (2) interview guidelines, and (3) non-routine mathematical tests. The results obtained from this study are highly capable subjects in completing non-routine questions tend to use alternative methods, think inductively and deductively, create conceptual information networks, describe a concept in the form of algebraic symbols, graphic images, patterns , and equations.


2004 ◽  
Vol 10 (2) ◽  
pp. 57-66 ◽  
Author(s):  
Nerija Banaitiene ◽  
Zenonas Turskis

This paper presents a multiple criteria decision model for the life cycle of single family houses analysis based on a decision support system. Methods of multiple criteria analysis are applied for a complex analysis of the single‐family houses life cycle as well as for the evaluation of decisions. The method of multivariant design is applied for making variants of the life cycle of single‐family houses. The multivariant design and multiple criteria evaluation of a building life cycle allow the interested parties (client, contractor, user, etc.) to make efficient decisions on the ground of a quantitative and qualitative variants analysis. The decision maker's attitude can be reflected in the analysis process by the weighting of criteria. The proposed methodology provides a useful tool for building life cycle evaluation. Having applied the information gathered in the database, using the models of a model base, various interested parties of a building life cycle are able to make effective decisions. The system provides a user with all the necessary support required for decision making: in information terms the receipt of quantitative and conceptual information describing a building life cycle, gathering and use thereof, in terms of evaluation the analysis of such information applying the methods of a multiple criteria analysis.


2021 ◽  
Vol 14 (8) ◽  
pp. 5063-5092
Author(s):  
Mark Jessell ◽  
Vitaliy Ogarko ◽  
Yohan de Rose ◽  
Mark Lindsay ◽  
Ranee Joshi ◽  
...  

Abstract. At a regional scale, the best predictor for the 3D geology of the near-subsurface is often the information contained in a geological map. One challenge we face is the difficulty in reproducibly preparing input data for 3D geological models. We present two libraries (map2loop and map2model) that automatically combine the information available in digital geological maps with conceptual information, including assumptions regarding the subsurface extent of faults and plutons to provide sufficient constraints to build a prototype 3D geological model. The information stored in a map falls into three categories of geometric data: positional data, such as the position of faults, intrusive, and stratigraphic contacts; gradient data, such as the dips of contacts or faults; and topological data, such as the age relationships of faults and stratigraphic units or their spatial adjacency relationships. This automation provides significant advantages: it reduces the time to first prototype models; it clearly separates the data, concepts, and interpretations; and provides a homogenous pathway to sensitivity analysis, uncertainty quantification, and value of information studies that require stochastic simulations, and thus the automation of the 3D modelling workflow from data extraction through to model construction. We use the example of the folded and faulted Hamersley Basin in Western Australia to demonstrate a complete workflow from data extraction to 3D modelling using two different open-source 3D modelling engines: GemPy and LoopStructural.


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