title: Deep feature engineering using full-text publications

authors: Safder, Iqra

abstract: We have observed a rapid proliferation in scientific literature and advancements in web technologies has shifted information dissemination to digital libraries [1]. In general, the research conducted by scientific community is articulated through scholarly publications pertaining high quality algorithms along other algorithmic specific metadata such as achieved results, deployed datasets and runtime complexity. According to estimation, approximately 900 algorithms are published in top core conferences during the years 2005-2009 [2]. With this significant increase in algorithms reported in these conferences, more efficient search systems with advance searching capabilities must be designed to search for an algorithm and its supported metadata such as evaluation results like precision, recall etc., particular dataset on which an algorithm executed or the time complexity achieved by that algorithm from full body text of an article. Such advanced search systems could support researchers and software engineers looking for cutting edge algorithmic solutions. Recently, state designed to search for an algorithm from full text articles [3-5].
In this work, we designed an advanced search engine for full text publications that leverages the deep learning techniques to classify algorithmic specific metadata and further to improve searching capabilities for a search system.

text: Deep feature engineering using full-text publications We have observed a rapid proliferation in scientific literature and advancements in web technologies has shifted information dissemination to digital libraries [1]. In general, the research conducted by scientific community is articulated through scholarly publications pertaining high quality algorithms along other algorithmic specific metadata such as achieved results, deployed datasets and runtime complexity. According to estimation, approximately 900 algorithms are published in top core conferences during the years 2005-2009 [2]. With this significant increase in algorithms reported in these conferences, more efficient search systems with advance searching capabilities must be designed to search for an algorithm and its supported metadata such as evaluation results like precision, recall etc., particular dataset on which an algorithm executed or the time complexity achieved by that algorithm from full body text of an article. Such advanced search systems could support researchers and software engineers looking for cutting edge algorithmic solutions. Recently, state designed to search for an algorithm from full text articles [3-5].
In this work, we designed an advanced search engine for full text publications that leverages the deep learning techniques to classify algorithmic specific metadata and further to improve searching capabilities for a search system.

year: 2018

title: Disrespect in Consumer Markets: An analysis of causes and effects using the Critical Incident Technique

authors: Kumar, Nidhie

subjects: disrespect

abstract: As consumer reportings of disrespect become more frequent, it is important to gain an in-depth understanding of potential causes and consequences of disrespectful behaviour. Both qualitative and quantitative methods were used to examine behaviours that define disrespect in the marketplace, the effects on customers and implications on organisations. The findings revealed six main themes representing causes or influencers of disrespect. These are rude responses, perceptions of discrimination, the presence of an audience, a sale-focussed atmosphere, personal conversations and process-related problems.
Two important concepts emerged through analysis of behaviours that cause disrespect. The first considers that disrespectful behaviour can be categorised as being either person-related or process-related. An important finding was that switching behaviour dominantly resulted from process-related disrespect. The second emergent concept was based on the idea that some causes of disrespect may be specific to market environments. In such cases, perceptions of disrespect were influenced by the high standards of service that customers expect in the marketplace.
Analysing the effects of disrespect on customers also revealed new findings. It was interesting to find that victims considered the offender‟s perspective following a disrespectful encounter. Evidence of this transpired through empathy towards the disrespectful party and concern for the organisation. Two distinct coping mechanisms used by victims were also uncovered. These were decisions to change future behaviour and mutual disrespect.
In regards to implications of disrespect on organisations, many disrespected customers continued patronising organisations responsible; however, this was accompanied by a decrease in relationship strength.

text: Disrespect in Consumer Markets: An analysis of causes and effects using the Critical Incident Technique As consumer reportings of disrespect become more frequent, it is important to gain an in-depth understanding of potential causes and consequences of disrespectful behaviour. Both qualitative and quantitative methods were used to examine behaviours that define disrespect in the marketplace, the effects on customers and implications on organisations. The findings revealed six main themes representing causes or influencers of disrespect. These are rude responses, perceptions of discrimination, the presence of an audience, a sale-focussed atmosphere, personal conversations and process-related problems.
Two important concepts emerged through analysis of behaviours that cause disrespect. The first considers that disrespectful behaviour can be categorised as being either person-related or process-related. An important finding was that switching behaviour dominantly resulted from process-related disrespect. The second emergent concept was based on the idea that some causes of disrespect may be specific to market environments. In such cases, perceptions of disrespect were influenced by the high standards of service that customers expect in the marketplace.
Analysing the effects of disrespect on customers also revealed new findings. It was interesting to find that victims considered the offender‟s perspective following a disrespectful encounter. Evidence of this transpired through empathy towards the disrespectful party and concern for the organisation. Two distinct coping mechanisms used by victims were also uncovered. These were decisions to change future behaviour and mutual disrespect.
In regards to implications of disrespect on organisations, many disrespected customers continued patronising organisations responsible; however, this was accompanied by a decrease in relationship strength.

year: 2009

title: Media psychology, symbolic power and social justice in Aotearoa

authors: Hodgetts, Darrin

subjects: media

abstract: Psychologists reside in a world saturated by media. We work in professional contexts where guidelines for practice foreground ethical obligations to address issues of social justice. This paper addresses both these contextual dimensions of psychological research and practice. We explore the social significance of increased media production by Maori in challenging the tendency in mainstream media to marginalize Maori concerns while promoting Pakeha perspectives. The analysis focuses on the recent 'Inside Out documentary - Hikoi', which was initiated by two young Maori women as a challenge to media framing of Maori protests as 'unjustified' and 'disruptive' acts. We illustrate how this documentary furthers public dialogue regarding the foreshore and seabed controversy by promoting an alternative depiction of a Maori protest, which emphasize the history of grievances and social unity. The implications of such representations for psychologists working to address issues of social justice and to challenge abuses of symbolic power are discussed.

text: Media psychology, symbolic power and social justice in Aotearoa Psychologists reside in a world saturated by media. We work in professional contexts where guidelines for practice foreground ethical obligations to address issues of social justice. This paper addresses both these contextual dimensions of psychological research and practice. We explore the social significance of increased media production by Maori in challenging the tendency in mainstream media to marginalize Maori concerns while promoting Pakeha perspectives. The analysis focuses on the recent 'Inside Out documentary - Hikoi', which was initiated by two young Maori women as a challenge to media framing of Maori protests as 'unjustified' and 'disruptive' acts. We illustrate how this documentary furthers public dialogue regarding the foreshore and seabed controversy by promoting an alternative depiction of a Maori protest, which emphasize the history of grievances and social unity. The implications of such representations for psychologists working to address issues of social justice and to challenge abuses of symbolic power are discussed.

year: 2004-11-19