title: Building a public digital library based on full-text retrieval

authors: Witten, Ian H.

subjects: computer science

abstract: Digital libraries are expensive to create and maintain, and generally restricted to a particular corporation or group of paying subscribers. While many indexes to the World Wide Web are freely available, the quality of what is indexed is extremely uneven. The digital analog of a public library a reliable, quality, community service has yet to appear. This paper demonstrates the feasibility of a cost-effective collection of high-quality public-domain information, available free over the Internet. One obstacle to the creation of a digital library is the difficulty of providing formal cataloguing information. Without a title, author and subject database it seems hard to offer the searching facilities normally available in physical libraries. Full-text retrieval provides a way of approximating these services without a concomitant investment of resources. A second is the problem of finding a suitable corpus of material. Computer science research reports form the focus of our prototype implementation. These constitute a large body of high-quality public-domain documents. Given such a corpus, a third issue becomes the question of obtaining both plain text for indexing, and page images for readability. Typesetting formats such as PostScript provide some of the benefits of libraries scanned from paper documents such as paged-based indexing and viewing without the physical demands and error-prone nature of scanning and optical character recognition. However, until recently the difficulty of extracting text from PostScript seems to have encouraged indexing on plain-text abstracts or bibliographic information provided by authors. We have developed a new technique that overcomes the problem. This paper describes the architecture, the indexing, collection and maintenance processes, and the retrieval interface, to a prototype public digital library.

text: Building a public digital library based on full-text retrieval Digital libraries are expensive to create and maintain, and generally restricted to a particular corporation or group of paying subscribers. While many indexes to the World Wide Web are freely available, the quality of what is indexed is extremely uneven. The digital analog of a public library a reliable, quality, community service has yet to appear. This paper demonstrates the feasibility of a cost-effective collection of high-quality public-domain information, available free over the Internet. One obstacle to the creation of a digital library is the difficulty of providing formal cataloguing information. Without a title, author and subject database it seems hard to offer the searching facilities normally available in physical libraries. Full-text retrieval provides a way of approximating these services without a concomitant investment of resources. A second is the problem of finding a suitable corpus of material. Computer science research reports form the focus of our prototype implementation. These constitute a large body of high-quality public-domain documents. Given such a corpus, a third issue becomes the question of obtaining both plain text for indexing, and page images for readability. Typesetting formats such as PostScript provide some of the benefits of libraries scanned from paper documents such as paged-based indexing and viewing without the physical demands and error-prone nature of scanning and optical character recognition. However, until recently the difficulty of extracting text from PostScript seems to have encouraged indexing on plain-text abstracts or bibliographic information provided by authors. We have developed a new technique that overcomes the problem. This paper describes the architecture, the indexing, collection and maintenance processes, and the retrieval interface, to a prototype public digital library.

year: 1995-08

title: Automatic Weighing for Dry Stock

authors: Smialowski, Grzegorz

subjects: weighing

abstract: The aim of the research was to develop an accurate weight estimation algorithm for dry stock cattle using unsupervised walk-over equipment and to investigate the accuracy of the dairy cow algorithm for dry stock animals. Several customers and research organisations requested a suitable product for weighing dry stock, similar to the automatic weighing system for dairy cows. The development of the algorithm had to take into account the erratic behaviour of dry stock cattle. An additional requirement for the research was to improve cost effectiveness of the existing system, by removing the need for the lead-on platform.
Data was collected from a series of dry stock herds, as they walked over the existing dairy cow walk-over weighing (WOW) platform, in either a paddock or a stockyard. All dry stock cattle were static weighed before walking over the WOW to obtain an accurate true weight of the animal. The weight estimations produced by the dairy cow algorithm were recorded and the raw load cell data was captured. The raw load cell data was then used to devise a new algorithm specifically for dry stock cattle. The new algorithm was tested against the collected load cell data from various herds. The dairy cow algorithm results were used to compare the accuracy of the existing algorithm on dry stock cattle.
The new devised algorithm used a threshold to locate a rough start and end point for each walk-over event. The data between the initial start and end points was processed to locate the period which had the full weight of the cattle located on the weighing platform. The algorithm estimated the weight of the animal from the data between these points.
It was found that the dairy cow algorithm was nearing the required accuracy, but was not able to determine weights for the majority of the animals. The new algorithm devised for dry stock cattle was unable to obtain an improvement in accuracy, but was able to estimate weights for a greater proportion of the cattle. Additionally the new algorithm was successful in eliminating the need for the lead-on platform for detecting animals.

text: Automatic Weighing for Dry Stock The aim of the research was to develop an accurate weight estimation algorithm for dry stock cattle using unsupervised walk-over equipment and to investigate the accuracy of the dairy cow algorithm for dry stock animals. Several customers and research organisations requested a suitable product for weighing dry stock, similar to the automatic weighing system for dairy cows. The development of the algorithm had to take into account the erratic behaviour of dry stock cattle. An additional requirement for the research was to improve cost effectiveness of the existing system, by removing the need for the lead-on platform.
Data was collected from a series of dry stock herds, as they walked over the existing dairy cow walk-over weighing (WOW) platform, in either a paddock or a stockyard. All dry stock cattle were static weighed before walking over the WOW to obtain an accurate true weight of the animal. The weight estimations produced by the dairy cow algorithm were recorded and the raw load cell data was captured. The raw load cell data was then used to devise a new algorithm specifically for dry stock cattle. The new algorithm was tested against the collected load cell data from various herds. The dairy cow algorithm results were used to compare the accuracy of the existing algorithm on dry stock cattle.
The new devised algorithm used a threshold to locate a rough start and end point for each walk-over event. The data between the initial start and end points was processed to locate the period which had the full weight of the cattle located on the weighing platform. The algorithm estimated the weight of the animal from the data between these points.
It was found that the dairy cow algorithm was nearing the required accuracy, but was not able to determine weights for the majority of the animals. The new algorithm devised for dry stock cattle was unable to obtain an improvement in accuracy, but was able to estimate weights for a greater proportion of the cattle. Additionally the new algorithm was successful in eliminating the need for the lead-on platform for detecting animals.

year: 2013

title: Bicultural perspectives on Māori legal research

authors: Mackinnon, Jacquelin

subjects: Māori

abstract: Increasingly, legal research projects undertaken at law school or in practice will involve Māori custom law and/or tikanga Māori.' The role of both Māori custom law and tikanga Māori is most evident in the work of the Māori Land Court in the interpretation and application of legislation relating to Māori land. Increasingly, general statutes incorporate Māori principles and values, such as those to be found in the Resource Management Act 1991, or make explicit reference to the principles of the Treaty of Waitangi. The statutory interpretation function of the Courts in relation to these, and less obvious examples, requires knowledge of tikanga Māori and/or Māori custom law. For any analysis of the work of the Courts or of the legislature, knowledge of tikanga Māori and/or custom law is required. Both Māori custom law and tikanga Māori are preserved by and accessed through the oral tradition. In addition to its role in the Courts and in relation to legislation, the most significant role played by the oral tradition is in the work of the Waitangi Tribunal. The oral tradition also plays an increasingly important part in other areas requiring research. What follows is an introduction to the oral tradition and its role in the legal system of Aotearoa/New Zealand. An understanding of the oral tradition is essential to the construction of a research path that is both ethical and effective.

text: Bicultural perspectives on Māori legal research Increasingly, legal research projects undertaken at law school or in practice will involve Māori custom law and/or tikanga Māori.' The role of both Māori custom law and tikanga Māori is most evident in the work of the Māori Land Court in the interpretation and application of legislation relating to Māori land. Increasingly, general statutes incorporate Māori principles and values, such as those to be found in the Resource Management Act 1991, or make explicit reference to the principles of the Treaty of Waitangi. The statutory interpretation function of the Courts in relation to these, and less obvious examples, requires knowledge of tikanga Māori and/or Māori custom law. For any analysis of the work of the Courts or of the legislature, knowledge of tikanga Māori and/or custom law is required. Both Māori custom law and tikanga Māori are preserved by and accessed through the oral tradition. In addition to its role in the Courts and in relation to legislation, the most significant role played by the oral tradition is in the work of the Waitangi Tribunal. The oral tradition also plays an increasingly important part in other areas requiring research. What follows is an introduction to the oral tradition and its role in the legal system of Aotearoa/New Zealand. An understanding of the oral tradition is essential to the construction of a research path that is both ethical and effective.

year: 2007