Cognitive Re-Use via Emergic Networks

Leibovitz, D. P., & West, R. L. (2012) Cognitive Re-Use via Emergic Networks. Proceedings of the 11th International Conference on Cognitive Modeling (ICCM 2012) (pp. 72-73). Berlin, Germany. [doi: 10.13140/RG.2.1.3562.9282 (paper);10.1037/e557102013-021 (PsycEXTRA)] (pdf)

Leibovitz & West (2012) Cognitive Re-Use via Emergic Networks (ICCM Poster)Abstract: In this paper we introduce a new cognitive modeling system called Emergic Networks. The Emergic Network system is designed to facilitate functional, nonlinear decomposition with the aim of understanding how different neural systems can interact to produce specific instances of cognitive functionality. The first part of the paper briefly describes the motivation for the system and the second part briefly describes the system and provides a web location for downloading.

Emergic Network ExampleLinks:

See also:

Emergence in the Mind’s Eye (talk)

Leibovitz, D. P. (2011) Emergence in the Mind’s Eye. Talk presented for the ICS Colloquium series at Carleton University, pp. 1-46, Ottawa, Ontario, Canada. [doi10.13140/RG.2.1.1842.6088]

Leibovitz (2011) Emergence in the Mind's EyeAbstract: A cognitive model of visual processing will be presented. Two cognitive functions will interact to produce many visual phenomena in the mind’s eye. Then again, emergence itself is an illusion

Links:

Emergic Network

Leibovitz, D. P. (2011) Emergic Network. Published as open sourced code. Retrieved September 7, 2015 from http://emergic.upwize.com/?page_id=6.

Leibovitz, D. P.. (2016) Emergic. Published as open sourced code. Retrieved November 15, 2016 from http://pypi.python.org/pypi/Emergic.

Leibovitz, D. P.. (2016) Emergic. Published as open sourced code. Retrieved November 15, 2016 from http://github.com/dpleibovitz/Emergic.

Abstract: Here you can find tEmergic Network Examplehe software to run an Emergic Network (EN). Installation instructions are also included.

Related Publications:

Leibovitz, D. P. (2013). A Unified Cognitive Model of Visual Filling-In Based on an Emergic Network Architecture (Doctoral dissertation). Carleton University. Retrieved from http://dpleibovitz.upwize.com/?p=189.

Leibovitz, D. P., & West, R. L. (2012) (Extended 2 page abstract). Cognitive Re-Use via Emergic Networks. 11th International Conference on Cognitive Modeling (ICCM 2012) (pp. 72-73). Berlin, Germany.

Leibovitz, D. P., & West, R. L. (2012). Cognitive Re-Use via Emergic Networks. 11th International Conference on Cognitive Modeling (ICCM 2012). Berlin, Germany. Poster Presentation.

Links:

See also:

Local Measure Reliability vs. Global Concept Validity. Has Cognitive Science Moved Beyond Behaviourism? (Insignificant Progress in Validating Cognitive Constructs p<.05)

Leibovitz, D. P. (2011) Local Measure Reliability vs. Global Concept Validity. Has Cognitive Science Moved Beyond Behaviourism? (Insignificant Progress in Validating Cognitive Constructs p<.05). Poster presented at the Institute of Cognitive Science Spring Conference (ICSSC) of Carleton University, Ottawa, Canada. [doi10.13140/RG.2.1.2792.8801]

Zero Progress in CognitionAbstract: Every cognitive experiment contributes to the factual accumulation of raw, stimulus-response behavioural  data. The raw data are factual/indisputable in that 95+% scientists understand and can reproduce the operationalized procedure and measures despite validity and interpretation concerns. Nevertheless, there has been zero factual accumulation of cognitive constructs and interpretations as there is no 95+% agreement nor comprehension in the sea of hypotheticals. Indeed, the signal to noise ratio worsens (entropy increases) with every experiment as new micro-theories are created, rather than a scientific reduction (convergence) to unity.

Links:

Vision, Spiders & Time (talk)

Leibovitz, D. P. (2011) Vision, Spiders & Time. Talk presented at Carleton University, pp. 1-34, Ottawa, Ontario, Canada. [doi10.13140/RG.2.1.4201.9047]

Abstract: How is vision perception related to imagination and planning? What is the role of attention (saccades)? Can smart spiders shed light on human cognition?

  • They have severe engineering restrictions
  • They take a long time to think
  • How does that affect cognition
I will relate spider time to practical matters. Hopefully, you will also come to appreciate spiders as well :).
Links:

Philosophy Behind the Cognitive Modelling of Virtual Eyeballs (talk)

Leibovitz, D. P. (2011) Philosophy Behind the Cognitive Modelling of Virtual Eyeballs. Talk presented at Carleton University, pp. 1-50, Ottawa, Canada. [doi10.13140/RG.2.1.4103.6003]

Abstract: David will demonstrate a virtual eyeball intended to model the Lilac Chaser illusion. In particular, he will talk about the philosophy behind his Emergic Approach to cognitive modelling. Topics may include:

  1. Cutting Nature at her Joints – What kind of Butcher do you want to be?
  2. Tri-Level hypothesis does more harm than good (Marr vs. Simon)
  3. What is a function, computation, behaviour or phenomena?
  4. Unification as constraining the 20 Questions posed to Mother Nature
  5. Emergence
  6. Top-Down Design vs. Bottom-Up Re-engineering

Emergic Approach LogoDavid’s intent is to demonstrate that philosophic considerations can positively influence theory construction. We are all influenced by philosophy – do we want to take charge of our path?

Links:

Emergic Approach: Philosophy Applied to Cognition (talk)

Leibovitz, D. P. (2010) Emergic Approach: Philosophy Applied to Cognition. Talk presented to Complex Adaptive Systems Group at Carleton University, pp. 1-36, Ottawa, Canada. [doi: 10.13140/RG.2.1.1613.2329] (pdf)

Abstract: Leibovitz (2010) Emergic Approach- Philosophy Applied to CognitionPrologue, Research Problems, Answers, Philosophy & Metaphors, Hypotheses, Solution: Emergic Approach, Lilac Chaser Illusion, Lilac Chaser Model, Discussion.

Links:

Changeons & Predictons

Leibovitz, D. P. (2010) Changeons & Predictons. Talk presented to the Complex Adaptive Systems Group at Carleton University, pp. 1-7, Ottawa, Ontario, Canada. [doi10.13140/RG.2.1.3972.5281]

Abstract: Taylor Series expansion leads to Newton’s Method of Divided Differences used in Babbage’s Difference Engine. However, errors accumulate beyond region of expansion. My recurrence relation does not have this problem.

Links:

Lilac Chaser Illusion and Virtual Eyeballs (talk)

Leibovitz, D. P. (2010) Lilac Chaser Illusion and Virtual Eyeballs. Talk presented at Carleton University, Ottawa, Canada. [doi: 10.13140/RG.2.1.2268.5923]

Lilac-ChaserAbstract: David Leibovitz will give a live demo of his research-in-progress and discuss the nature of his research and future plans. David will demonstrate a framework, whereby a Virtual Eye is looking at the Lilac Chaser visual illusion. Currently, the implementation has a minimal cognitive component, a set of photoreceptors for the fovea, and saccadic jitter for the eye.

Links:

Emergic Memories: A Model of Emergent Properties

Leibovitz, D. P. (2009) Emergic Memories: A Model of Emergent Properties. Poster presented at the Cognitive Science Spring Conference of Carleton University, Ottawa, Canada. [doi10.13140/RG.2.1.3005.8722]

Leibovitz (2009) Emergic Memories- A Model of Emergent PropertiesAbstract:

  • In physics, there is no mystery behind emergence (Crane 2001). Explanatory bridges between levels of analysis are mostly complete. Emergence is considered as “weak” and the a-priori unpredictability of these bridges is considered an epistemological problem – not ontological. It is noteworthy that the current analytical toolset of physics is based on behaviours and continuous change – a process metaphysics (PM).
  • In cognition, their are no accepted bridges between the mental and physical divide and “strong” ontological versions of emergence remain viable. Without empirical support, rational thought has produced a proliferating plethora of possible flavours and sources of emergence. It is noteworthy that the analytical tradition of cognition is based on static  substances with properties  – a substance metaphysics (SM).
  • Purpose of the Emergic Memory Model
    • Ground debate in simple (yet empirically real) parts, wholes & relations
    • Basis for comparison and discussion among competing hypotheses
    • Generate new insights and hypothesis
      • Emergence is due to epistemological incompleteness and objectification errors
    • Based on change, yet has substance-like properties
      • A substance/process metaphysics hybrid
      • The locus of emergic debate?

Links:

Cognition Requires Philosophy: Towards Unity (talk)

Leibovitz, D. P. (2009) Cognition Requires Philosophy: Towards Unity. Talk presented at Carleton University, pp. 1-73, Ottawa, Canada. [doi: 10.13140/RG.2.1.2989.4889]

Leibovitz (2009) Cognition Requires PhilosophyAbstract: Even within the interdisciplinary field of Cognitive Science, philosophy is often ignored by non-philosophers. David will argue that in order for cognitive science to advance towards a united view of the mind, philosophy must be taken more seriously. However, philosophy too must work towards unity and a language of discourse more accessible to non-philosophers. David will discuss the relation between Philosophy and Science and how the special needs of Cognition are not being met.

Links:

Plants, Cognition, Time (& Philosophy)

Leibovitz, D. P. (2008) Plants, Cognition, Time (& Philosophy). Talk presented at Carleton University, pp. 1-28, Ottawa, Canada. [doi10.13140/RG.2.1.2470.3209]

Abstract: When plants are viewed under various time and spatial scales, their behaviour can appear quite intelligent. This presentation simply aims at questioning some of the basic terminology used by Philosophers of Mind, and Cognitive Scientists. The goal of the presentation is not to answer the following questions, but to stimulate discussion and reflection.

What do we mean by all the aforementioned terms, and how do we clarify them so that plants are once again relegated to simple stimulus-response systems?

The parting thought is in showing that a trivial stimulus-response system is Turing Complete, so perhaps pointing to individual plant processes and showing that each one alone is a stimulus-response portion might miss the overall system-wide intelligence…

Links:

Training Strategies in an SRNN

Leibovitz, D. P. (2006) Training Strategies in an SRNN. Working Paper, pp. 1-5. Carleton University. [doi: 10.13140/RG.2.1.2035.2483] (pdf)

Leibovitz (2006) Training Strategies in an SRNNAbstract: The effects of various training strategies are investigated on a Simple Recurrent Neural Network (SRNN) that learned to emulate an 8-Digit up/down/resettable counter.

Links:

Ottawa-Gatineau Region High-Tech Companies, Agencies, Job Boards, Etc.

Leibovitz, D. P. (2003-6) OttHtJobs: Ottawa-Gatineau Region High-Tech Companies, Agencies, Job Boards, Etc. Retrieved September 4, 2015 from http://www.otthtjobs.upwize.com/companies.html. [doi: 10.13140/RG.2.1.4714.9282]

Abstract: Here are 2000+ links to career pages of every high-tech related company, agency or job board in the Ottawa-Gatineau Region.

Every day, all these sites are scanned, and new job opportunities found are emailed to subscribers.

This job site was founded in 2003 and became inactive in 2006 at which time it had over 4000 subscribers.

Links:

Distinctive Serial Recall Effects

Leibovitz, D. P., Nath, U., Sedghi, R., Verger, D. (2006) Distinctive Serial Recall Effects. Poster presented at the Cognitive Science Spring Conference of Carleton University, pp. 1-18, Ottawa, Ontario, Canada. [doi: 10.13140/RG.2.1.2012.5926]

Leibovitz, Nath, Sedghi & Verger (2006) Distinctive Serial Recall EffectsAbstract: The study of word-length effect concentrated mostly on the accuracy of recalling short and long words in both pure and mixed lists. Previous studies showed that pure long lists were much poorly remembered. Hulme et al. (2004) found that word-length effect could be abolished in mixed lists when the short and long words are alternated. We investigated distinctiveness and found it to be a salient cue for improved correct recall when the list of words has a single distinctive transition. Lists contained three short words following by three long words and vice versa. Surprisingly, in the short-long condition, there was also an improvement in position 3 recall. One of the possible explanations could be the strategic shift of working memory resource.

Links:

 

Snoring To Attention (poster)

Leibovitz, D. P. (2005) Snoring To Attention. Poster presented at the Cognitive Science Spring Conference of Carleton University, pp. 1-16, Ottawa, Canada. [doi10.13140/RG.2.1.1357.2324]

Abstract: Why don’t you hear your own snoring, while your partner does?

A Perceptual Learning and Matching System (PLMS) is hypothesized that pre-attends the auditory scene during sleep with the goal of classifying sounds into the background to be ignored or into the foreground which will cause arousal for further conscious action. It is also active while an individual is awake and is responsible for the automatic acquisition of capabilities such as non-conceptual linguistic components.

In the case of chaotic snoring sounds, the partner’s PLMS cannot detect a pattern and will awaken the partner, while the snorer’s PLMS will correlate the snoring sounds directly with the individual’s own breathing pattern and hence, ignore it.

The main purpose of this investigation is to understand the functional characteristics of PLMS during a sleep paradigm which is not confounded by consciousness nor rationality. PLMS is a hitherto new cognitive system not before studied.

A secondary purpose is to investigate whether the PLMS of the snorer’s partner can be trained to ignore the snoring sounds. Several experiments are proposed to verify this possibility. Partners of snorers may be more affected than the snorers themselves!

Links:

Motivation (handout)

Leibovitz, D. P. (2005) Motivation. Handout produced for the Writing Tutorial Service of Carleton University, pp. 1-4, Ottawa, Ontario, Canada. [doi10.13140/RG.2.1.1618.3521]

Abstract: Writing an academic paper may seem like hiking up an unfamiliar mountain without a trail map. The total effort is immense, you don’t know the area, and you may not feel fit enough to handle the stress. There is also a maze of trails: some trails are interesting, some tiresome and some simply leading nowhere. Where should you start, how should you start, and is it possible to leave your own mark?

Here are a few motivational techniques and ideas to get you climbing…

Links:

Numerous internal Functional Specifications, Systems Descriptions, Test Plans, etc.

Leibovitz, D. P. et.al. (1988-2002) Numerous internal Functional Specifications, Systems Descriptions, Test Plans, etc. Nortel Networks, Ottawa, Canada.

Abstract: Telecommunication networks are complex adaptive systems with some similarities to brain and mind. While working at BNR and Nortel, numerous internal and customer facing documents were authored, contributed to, and reviewed.

Northern Telecom Practice (NTP) contributions:

Links:

The MinIdent database: some recent development

Smith, D. G. W., Omoumi, H., & Leibovitz, D. P. (1989) The MinIdent database: some recent development. 28th International Geological Congress. Extended Abstract, 3: 138-139. [doi: 10.13140/RG.2.1.5092.7842] (pdf)

MinIdent-PCAbstract: The MinIdent database and the software for mineral identification (Smith &: Leibovitz 1984, 1986; Smith, 1986) have been successfully ported to a PC from the Amdahl mainframe on which they were developed. The “compiled” data base (used in mineral identification) plus necessary management programs can be accommodated on a 30 Mbyte hard disc. Developments presently being undertaken, will further reduce these storage requirements.

Since the publication by Smith &: Leibovitz (1986). many new data have been added and information now exists for some 4.200 mineral varieties. species. series. groups etc. Literature and data-entry errors are being identified using tests for self-consistency. and progressively eliminated.

In particular. that part of the database dealing with un-named minerals has been greatly expanded, and reorganised by year of first description. Data for un-named minerals are presently scattered throughout 100 years of earth science literature and range from vague descriptions of hand-specimen properties to complete modern analyses. The lists compiled by Hey (1962. 1963) were made the starting point. and then a wide range of journal and other literature sources used to obtain additional information and to bring the list up to date. Only those minerals for which numerical data are available have been included. Presently. nearly 600 un-named minerals appearing in the literature have been included. Once complete, this subset of the database will provide a unique resource and will allow users attempting to identify unknowns to compare their data with those for all previously described minerals and not only with those species that have received names. The use of the mineral identification software permits a numerical estimate to be obtained of the similarity between an unknown and previously described species. The immediate availability of a compilation of literature data for the latter provides a convenient indication of what other parameters might be obtained for a more unambiguous identification. The possibility also exists of adding a further category of data – for phases which have been obtained as the products of experimental work but which have not so far been found occurring naturally.

Another addition to MinIdent is a substantial list of discredited mineral names and synonyms. Entries are also included for minerals which although of dubious authenticity have not been unequivocally discredited and therefore remain in the database. At present there are about 1500 entries in the list, each of which includes a brief explanatory comment, the synonym (where applicable) and source reference(s). The scheme for naming rare earth-bearing minerals which was recently approved by the lMA has been fully implemented and, as far as possible, data associated with each rare earth variant of that species, appropriately assigned. However, the paucity of complete and reliable information on the concentrations of individual rare earths, continues to pose a problem. The re cent IMA decision to return to the original spelling of many non-English names has been implemented, although present software constraints preclude the inclusion of diacritical marks in such names.

Classification of minerals has been possible since the inception of ~dent. This facility has now been expanded so that the following divisions can be recognised where appropriate: variety, sub-species, species, series, sub-group, group, super-group, family, class and type. The top level “type” (e.g., silicates, oxides, sulphides, etc.) has been chosen to avoid ambiguity or overlap with other levels of classification previously used in the literature. Much progress has been achieved particularly with respect to rock-forming and more common minerals. For example, the full IMA amphibole classification scheme has been implemented (Goble &: Smith, 1988), and that for pyroxenes is presently being undertaken. However, much remains to be done and progress is hindered by the absence of a gene rally accepted and definitive classification scheme for minerals.

Other changes include the up-dating of the JCPDS PDF number and the entry or re-entry of the d-values for the five most intense lines from original literature sources. The algorithm that was specially developed for MinIdent to identify minerals on a very limited number of d-values has proved to work very well on pure phases. It is not intended for use with mixtures of phases.

Finally, a sub-set facility has been implemented which allows any group of minerals of interest to be selected from the database, and subsequently only these to be considered in the MATCH/IDENTIFY procedures. Such subsets are entirely flexible and could include categories such as “silicates”. “meteorite minerals” – or sets of minerals for instructional purposes. The use of subsets greatly reduces computational time for identification. It could prove extremely useful for the automation of mineral identification in combination with the analytical and image analysis capabilities of modern microbeam instruments.

References:

Goble, R.J. &: Smith, D.G.W. (1988): MinIdent: An application to the identification and
classification of amphiboles. Mineral. Petrol. v.38, p.213-227.

Hey. M.H. (1962): Chemical Index of Minerals. Brit. Mus. Nat. Hist. (London), 728 pp.

Hey, M.H. (1963): Appendix to Chemical Index of Minerals. Brit. Mus. Nat. Hist. (London) 135pp.

Smith, D.G.W. (1986): Automation of mineral identification from electron microprobe analyses. In: “Microbeam Analysis – 1986” (A. D. Romig &: W. F. Chambers. Eds.) San Francisco Press, San Francisco, U.S.A.

Smith, D.G.W. &: Leibovitz, D.P. (1986): MinIdent: A data base for minerals and a computer pro gram for their identification.

Smith D.G.W. &: Leibovitz, D.P. (1984): A computer based system for identification of minerals on the basis of composition and other properties. 27th Internat. Geol. Congr .• Moscow (1984) Abstracts v.5. p.169.

Links:

MinIdent – A Data Base for Minerals and a FORTRAN 77 Program for Their Identification – A Reference Manual

Smith, D. G. W., & Leibovitz, D. P. (1987) MinIdent – A Data Base for Minerals and a FORTRAN 77 Program for Their Identification – A Reference Manual, xiv-127. Department of Geology, University of Alberta, Edmonton, Alberta, Canada. [doi:10.13140/RG.2.1.1815.9841] (pdf)

Smith & Leibovitz (1987) MinIdent Reference Manual- A Data Base for Minerals and a FORTRAN 77 Program for Their IdentificationAbstract: Minldent is an interactive mineral identification and mineral data base management program written in FORTRAN 77. The data base contains compositional, optical and other parameters describing more than 3700 minerals. The data base management aspect of the program will not be used by the general user. It contains facilities to modify the data base through additions, deletions, etc. The normal usage consists of the following steps:

  1. entering data for a mineral to be identified (the unknown) or entering search criteria.
  2. identifying the mineral, or matching minerals meeting the search criteria.
  3. displaying data for specified, identified or matched minerals.

MinIdent-PCThis manual assumes the reader is already familiar to some extent with Minldent. It contains all the terms that may be explained via the ? / HELP / EXPLAIN commands.

Links:

MinIdent: A data base for minerals and a computer program for their identification

Smith, D. G. W., & Leibovitz, D. P. (1986) MinIdent: A data base for minerals and a computer program for their identification. Canadian Mineralogist. 24(4): 695-708. (pdf)

MinIdent-PCAbstract: MinIdent is a program for interactive mineral identification and mineral data base management, rewritten in FORTRAN 77, Data have been stored for about 4000 mineral groups, species and varieties. These data comprise: composition, optical properties, symmetry, cell dimensions, density, Vickers and Mohs hardness, d-values and relative intensities for the strongest five X-ray powder-diffraction lines, the PDF number, polymorphs if any, occurrences, localities, year first described and sources of the data. As yet, however, not all minerals have data stored for all properties. The program will generate a list of minerals whose properties, lie within input ranges for an unidentified mineral or display and rank twenty possible identities for an unknown. It can also be used to tabulate chosen properties of matched minerals or to tabulate minerals (in the data base) that have certain specified properties. Tests using data for known species to simulate unidentified minerals show high reliability, given accurate input information, and surprising success even with qualitative input data. The MinIdent software currently uses about 400 kbytes of memory, and the data base used in mineral identification uses a further l0 Mbytes. Running time for a typical identification procedure ranges from about 0.05 to 3.0 seconds of CPU time on the AMDAHL 580/FF mainframe computer, on which the program has been developed. The cycle time of this computer is about 23 ns.

Current MinIdent-Win software available at www.micronex.ca.

Links:

 

MinIdent – A Data Base for Minerals and a Computer Program for Their Identification

Smith, D. G. W., & Leibovitz, D. P. (1986) MinIdent – A Data Base for Minerals and a Computer Program for Their Identification. Program with Abstracts GAC, MAC, CGU-AGC, AMC, UCG: Joint Annual Meeting, May 19-21, 1986, Carleton University, Ottawa. Abstracts 11: 129. [doi10.13140/RG.2.1.1667.5048] (pdf)

MinIdent-PCAbstract: MinIdent is an interactive mineral identification and mineral data base management program, now rewritten in FORTRAN 77. Data have been stored for about 4000 mineral groups, species and varieties. These data include composition, optical properties in transmitted and reflected light, symmetry, unit cell dimensions, densities, Vickers and Mohs hardness, d-values and relative intensities of the 5 strongest X-ray powder-diffraction lines, JCPDS numbers, any polymorphs, occurrences, localities, year first described and sources of the data. However, not all minerals yet have data stored for all these fields.

The program can be used to generate a list of minerals having properties within within the ranges input for an unidentified mineral or can be made to display and rank the twenty most likely identities for an unknown. The program can also be used to tabulate chosen properties of matched minerals, or to tabulate minerals in the data base that have certain specified properties. Alternatively, all analytical and other data stored for a particular mineral can be displayed.

Tests using data for known minerals to simulate unknowns indicate a high degree of reliability given accurate input information, and a surprising success rate even when input data are qualitative in character.

The MinIdent identification and data base management software uses about 400 kbytes of memory and the data base used in mineral identification currently uses less than 4 Mbytes. Running times for typical identification procedures range between about 0.5 and 3.0 seconds of CPU time on the AMDAHL 580/FF mainframe computer on which the program has been developed. The cycle time of this computer is about 23 ns. MinIdent can be accessed globally via data communications networks such as DATAPAC, TELENET and TYMNET.

Application of the MinIdent data base and software are envisaged wherever earth scientists are faced with the task of mineral identification. Such areas of specialization include petrology (igneous, metamorphic and sedimentary), economic geology (ore mineralogy, mineral exploration and mineral beneficiation), geochemistry, meteorites and crystallography.

Links:

MinIdent User’s Manual. A FORTRAN 77 program for mineral identification

Smith, D. G. W., & Leibovitz, D. P. (1986) MinIdent User’s Manual. A FORTRAN 77 program for mineral identification, pp. vii-88. Computing Services, University of Alberta, Edmonton, Alberta, Canada. [doi: 10.13140/RG.2.1.2733.4882] (pdf)

Smith & Leibovitz (1986) MinIdent User's Manual- A FORTRAN 77 Program for Mineral IdentificationAbstract: MinIdent is a mineral identification software used in mineralogy. The original Command-line interface (CLI) program was written in FORTRAN and ran on a mainframe computer. It was later ported to a PC. This manual forms the user’s guide (UG) for the original version. The current version of the MinIdent-Win software has a graphical user interface (GUI) and is available at www.micronex.ca.

Links:

MinIdent – A Mineral Data Base for Earth Scientists

Smith, D. G. W., & Leibovitz, D. P. (1986) MinIdent – A Mineral Data Base for Earth Scientists. U of A Computing Services Bulletin. 20(5): 11. [doi10.13140/RG.2.1.2404.7848] (pdf)

Smith & Leibovitz (1986) MinIdent - A Mineral Data Base for Earth ScientistsAbstract: MinIdent is a program written in FORTRAN 77 which enables an interactive mineral identification search. Data have been stored for about 4000 recognized mineral groups, species, and varieties. These data include composition, optical properties in transmitted and reflected light, symmetry, unit cell dimensions, densities, Vickers and Mohs hardness, d·values and relative intensities of the live strongest x-ray powder-diffraction lines, JCPDS numbers, polymorphs, if any, synonyms, if any, occurrences, localities, year first described, and the sources of the data. At present, some mineral records lack data in some fields; additions continue.

Links:

A computer-based system for identification of minerals on the basis of composition and other properties

Smith, D. G. W., & Leibovitz, D. P. (1984) A computer-based system for identification of minerals on the basis of composition and other properties. 27th International Geological Congress. Extended Abstract, 5:169. [doi: 10.13140/RG.2.1.2471.3442]

MinIdent-PCAbstract: Developments in the techniques, theory and practice of microbeam analysis over the last quarter century have resulted in a situation in which reliable compositional data can now be obtained extremely rapidly and conveniently. However, the interpretation of these data is not always so straightforward or rapid, particularly when the microanalyst is not a fully trained mineralogist or when data are obtained from one of the less common minerals or from one of a group of compositionally similar minerals. Furthermore, certain modern procedures for the automated modal analysis of rocks and other mineral aggregates require that a very large number of identifications be performed – preferably without human intervention. The system described in this paper has been developed in response to such situations.

The system uses a purpose-developed FORTRAN IV computer program “MINIDENT” different parts of which permit the creation of analytical data files, the processing of these files to produce an “index”, and the searching of the index to find the best matches with an unknown. Although the system is b~8Bed primarily on compositional data, several other properties, such 8S reflectance, refractive indices, VHN, density, etc., have been included and can be used with (or without) compositional data to seek a match with an unknown. Each mineral entry is cross referenced to the appropriate JCPDS file number. MINIDENT produces a list of the most likely matches and prints these together with an estimated ‘reliability factor’ for each match. The program can also be used to produce an alphabetical list of all minerals with certain properties – e.g., those. containing a particular element or element combination, those which have refractive indices within a certain range, etc. It can also be used to print a summary of the information included in the data-base for a given mineral. New data can be added by means of MINIDENT and is instantly included in the data base for use in subsequent searches. Considerable emphasis has been placed on making the interactive computer software easily used and understood.

Although MINIDENT is capable of providing an identification and/or list of the most likely possibilities very rapidly and on the basis of minimal input information, it is not intended that it should supercede the JCPDS powder diffraction index. That index will normally provide the more definitive answer, although the time and effort expended in making the identification will usually be much greater. A combination of the two systems also seems possible. The normal input of d-spacings and intensities to a program searching the JCPDS files could be augmented by the output from MINIDENT, thereby greatly reducing the search time involved.

At the time of preparation of this abstract, (September 1983) the basic data for more than 2000 minerals, minerals groups or mineral series are on file and these are being added to as time and funds permit. In future, it may prove possible to add other fields to this data base – not only with 8 view to making more positive identifications but also to allowing the retrieval of a more complete summary of available information on the mineral once an identification has been made.

Links: