Cross-mapped Analogies : Pitting Systematicity against Spurious Similarity

نویسندگان

  • Dedre Gentner
  • Cecile Toupin
چکیده

An analogy can be viewed as a device for conveying that two domains share significant relational structure even though they may not share surface similarity . The value of an analogy lies in its ability to give a causal or explanatory coherence to a new domain through the transference of a mutually-constraining set of relations . In Gentner's (1980, 1982, 1983) structure-mapping theory, this is called the systematicity principle . Intuitively . systematicity reflects people's tacit preference for coherence and deductive power in analogy . Syntactically, systematicity is realized as a preference for mapping relations that are governed by higher-order constraining relations that can themselves be mapped . The use of systematzcity appears to be a central aspect of adult competence in comprehending analogies . In this research ,we investigate two questions concerning the nature of this competence: (1) the role of systematicity in the on-line mapping process and (2) the developmental course of the use of systematic knowledge in analogical mapping . . The first questzon is exactly how pystematicity enters into the mapping process . Is it/simply a passive desideratum which conveys the complexity, utility, or aptness of an analogy once it has been correctly interpreted ? In accordance with structure-mapping theory, we suggest that systematicity plays a decisive role in the mapping process itself . More specifically, our aim is to show that the presence of systematic structure in the base domain can help people keep the mapping process on track . Moreover . this affect should be most pronounced for difficult mappings . That is . the less transparent the object correspondences are between base and target, the more important will be the abilitv to take advantage of systematic structure . Without systematicity . spurious similarities between domains are likely to mislead in the mapping process . To illustrate these principles, we offer a brief analysis of Rutherford"s analogy between the solar system and the hydrogen atom . Consider the case where a person hears the Rutherford analogy for the first time. According to structure-mappinA theory, the transference of knowledge from the base domain (e .g . the solar system) to the target domain (e .g ., the hydrogen atom) involves a mapping process in , which the objects from the base are placed in correspondence with objects in the target, e .g . . sun --> nucleus, planet --> electron . Then predicates are mapped from the base to the target according' to the following three mapping rules : (1) The relations between objects in the base tend to be mapped across . For example, the lower-order relations ;

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Informativity and asymmetry in comparisons.

We propose an account of comparison asymmetries based on viewing comparison as a process of structural alignment and mapping. Specifically, we hypothesize that (1) comparison asymmetries result from directional differences in informativity, and that (2) asymmetries can therefore be predicted from the relative degree of systematicity or conceptual coherence of the items being compared. In Experi...

متن کامل

Proceedings of CogSci89 Structural Evaluation of Analogies: What Counts?

Judgments of similarity and soundness are important aspects of human analogical processing. This paper explores how these judgments can be modeled using SME, a simulation of Gentner's structure-mapping theory. We focus on structural evaluation, explicating several principles which psychologically plausible algorithms should follow. We introduce the Speci city Conjecture, which claims that natur...

متن کامل

Structural Evaluation of Analogies : What Counts?

Judgments of similarity and soundness are important aspects of human analogical processing . This paper explores how these judgments can be modeled using SME, a simulation of Gentner's structure-mapping theory . We focus on structural evaluation, explicating several principles which psychologically plausible algorithms should follow . We introduce the Specificity Conjecture, which claims that n...

متن کامل

5 Future Work 3.3 Underspeciied Semantic Classes

11 More importantly, our method utilizes the result of the automatic analysis (mutual information) in the manual examination, therefore the determination of systematicity is more informed. In other words, by knowing the strength of the association between two types that was extracted from the actual content of the (large) data, and with respect to the manually selected basic types, the determin...

متن کامل

Constituent Similarity and Systematicity: the Limits of Rst-order Connectionism

Standard feedforward and recurrent networks cannot support strong systematicity when constituents are presented as local input/output vectors (Phillips, 1998). To explain systematicity connectionists must either: (1) develop alternative models; or (2) justify the assumption of similar (non-local) constituent representations prior to the learning task. I show that the second commonly presumed op...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1985