Cognitive Science

Top Research Topics at Cognitive Science?

The concepts of Cognitive psychology, Artificial intelligence, Cognitive science, Cognition and Linguistics are tackled in Cognitive Science. Issues in Cognitive psychology were discussed, taking into consideration concepts from other disciplines like Context (language use), Social psychology, Perception, Comprehension and Task (project management). Cognitive Science facilitates discussions on Artificial intelligence that incorporate concepts from other fields like Machine learning, Pattern recognition, Computer vision and Natural language processing.

Sentence and Language acquisition are some of the facets of Linguistics tackled in Cognitive Science.

• Cognitive psychology (29.89%)
• Artificial intelligence (21.22%)
• Cognitive science (14.10%)

What are the most cited papers published in the journal?

• Finding Structure in Time (7895 citations)
• Categorization and Representation of Physics Problems by Experts and Novices (4295 citations)
• Cognitive load during problem solving: Effects on learning (4279 citations)

Research areas of the most cited articles at Cognitive Science:

The most cited publications investigate areas of study like Artificial intelligence, Cognition, Cognitive psychology, Cognitive science and Natural language processing. Issues in Artificial intelligence were discussed in the most cited articles, taking into consideration concepts from other disciplines like Structure (mathematical logic), Machine learning, Analogy and Process (engineering). The journal papers explore research in Cognitive psychology alongside concepts in Psycholinguistics and other areas of study in Linguistics.

What topics the last edition of the journal is best known for?

• Artificial intelligence
• Cognition
• Linguistics

The previous edition focused in particular on these issues:

The journal facilitates discussions on Cognitive psychology, Task (project management), Artificial intelligence, Cognition and Perception. The journal focuses on Cognitive psychology but sometimes tackles the closely related topic of Context (language use) which is concerned with Cognitive model and Language production. While Task (project management) is the focus of Cognitive Science, it also provided insights into the studies of Speech recognition, Lexicon, Cognitive science, Eye tracking and Reinforcement learning.

Topics in Artificial intelligence were tackled in line with various other fields like Machine learning, Pattern recognition and Natural language processing. Some problems in Cognition that were presented in it overlapped with concepts under Event (computing), Pragmatics, Social psychology and Gaze. The journal holds forums on Perception that merges themes from other disciplines such as Categorical variable, Object (philosophy), Visual search and Categorization.

The most cited articles from the last journal are:

• Is Lying Bound to Commitment? Empirically Investigating Deceptive Presuppositions, Implicatures, and Actions. (5 citations)
• Visual and Affective Multimodal Models of Word Meaning in Language and Mind. (5 citations)
• How Reliably Do Eye Parameters Indicate Internal Versus External Attentional Focus (4 citations)

Papers citation over time

A key indicator for each journal is its effectiveness in reaching other researchers with the papers published at that venue.

The chart below presents the interquartile range (first quartile 25%, median 50% and third quartile 75%) of the number of citations of articles over time.

Top authors and change over time

The top authors publishing in Cognitive Science (based on the number of publications) are:

• Thomas L. Griffiths (121 papers) published 1 paper at the last edition, 14 less than at the previous edition,
• Michael C. Frank (83 papers) absent at the last edition,
• Josh Tenenbaum (69 papers) absent at the last edition,
• Joshua B. Tenenbaum (68 papers) published 1 paper at the last edition,
• Dedre Gentner (67 papers) published 1 paper at the last edition, 4 less than at the previous edition.

The overall trend for top authors publishing in this journal is outlined below. The chart shows the number of publications at each edition of the journal for top authors.

Top affiliations and change over time

Only papers with recognized affiliations are considered

The top affiliations publishing in Cognitive Science (based on the number of publications) are:

• Max Planck Society (163 papers) published 3 papers at the last edition, 11 less than at the previous edition,
• University of California, San Diego (146 papers) published 1 paper at the last edition, 6 less than at the previous edition,
• Stanford University (145 papers) published 2 papers at the last edition, 4 less than at the previous edition,
• Carnegie Mellon University (144 papers) published 4 papers at the last edition, 2 more than at the previous edition,
• University of California, Berkeley (128 papers) published 1 paper at the last edition, 3 less than at the previous edition.

The overall trend for top affiliations publishing in this journal is outlined below. The chart shows the number of publications at each edition of the journal for top affiliations.

Publication chance based on affiliation

The publication chance index shows the ratio of articles published by the best research institutions in the journal edition to all articles published within that journal. The best research institutions were selected based on the largest number of articles published during all editions of the journal.

The chart below presents the percentage ratio of articles from top institutions (based on their ranking of total papers).Top affiliations were grouped by their rank into the following tiers: top 1-10, top 11-20, top 21-50, and top 51+. Only articles with a recognized affiliation are considered.

During the most recent 2021 edition, 2.54% of publications had an unrecognized affiliation. Out of the publications with recognized affiliations, 18.26% were posted by at least one author from the top 10 institutions publishing in the journal. Another 13.91% included authors affiliated with research institutions from the top 11-20 affiliations. Institutions from the 21-50 range included 20.00% of all publications and 47.83% were from other institutions.

Returning Authors Index

A very common phenomenon observed among researchers publishing scientific articles is the intentional selection of journals they have already attended in the past. In particular, it is worth analyzing the case when the authors participate in the same journal from year to year.

The Returning Authors Index presented below illustrates the ratio of authors who participated in both a given as well as the previous edition of the journal in relation to all participants in a given year.

Returning Institution Index

The graph below shows the Returning Institution Index, illustrating the ratio of institutions that participated in both a given and the previous edition of the conference in relation to all affiliations present in a given year.

The experience to innovation index

Our experience to innovation index was created to show a cross-section of the experience level of authors publishing in a journal. The index includes the authors publishing at the last edition of a journal, grouped by total number of publications throughout their academic career (P) and the total number of citations of these publications ever received (C).

The group intervals were selected empirically to best show the diversity of the authors' experiences, their labels were selected as a convenience, not as judgment. The authors were divided into the following groups:

• Novice - P < 5 or C < 25 (the number of publications less than 5 or the number of citations less than 25),
• Competent - P < 10 or C < 100 (the number of publications less than 10 or the number of citations less than 100),
• Experienced - P < 25 or C < 625 (the number of publications less than 25 or the number of citations less than 625),
• Master - P < 50 or C < 2500 (the number of publications less than 50 or the number of citations less than 2500),
• Star - P ≥ 50 and C ≥ 2500 (both the number of publications greater than 50 and the number of citations greater than 2500).

The chart below illustrates experience levels of first authors in cases of publications with multiple authors.

Major Institutions Contributing to Cognitive Science

Research and academic institutions play a catalytic role in cultivating the world's understanding of cognitive science. They not only provide the necessary infrastructure for researching these complex ideas but also pioneer groundbreaking studies that shape our collective knowledge.

Among these institutions are several notable colleges and universities renowned for their contributions in cognitive science. Located across the country, these esteemed establishments spearhead studies in key areas of cognitive science such as Cognitive Psychology, Artificial Intelligence, Linguistics, and more.

In Washington, there are a plethora of institutions that lead the charge in investigating cognitive science. You can find a comprehensive listing of the best colleges for psychology in Washington to learn more about leading figures in the field. The list showcases the premier institutions within Washington that have significant contributions to the study and research of cognitive sciences.

The synergy of seasoned researchers, cutting-edge facilities, and robust academic programs, these colleges and universities have shaped Washington into a stronghold of cognitive science, churning out in-depth and thought-provoking research that continually broadens the horizons of this fascinating field.